CN111096835A - Orthosis design method and system - Google Patents

Orthosis design method and system Download PDF

Info

Publication number
CN111096835A
CN111096835A CN201911342643.3A CN201911342643A CN111096835A CN 111096835 A CN111096835 A CN 111096835A CN 201911342643 A CN201911342643 A CN 201911342643A CN 111096835 A CN111096835 A CN 111096835A
Authority
CN
China
Prior art keywords
data
orthosis
corrected
dimensional model
design
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201911342643.3A
Other languages
Chinese (zh)
Inventor
高静
沈强
汤超
王莹珑
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Wuhan United Imaging Healthcare Co Ltd
Original Assignee
Wuhan United Imaging Healthcare Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Wuhan United Imaging Healthcare Co Ltd filed Critical Wuhan United Imaging Healthcare Co Ltd
Priority to US16/829,208 priority Critical patent/US11576794B2/en
Publication of CN111096835A publication Critical patent/CN111096835A/en
Priority to US18/157,787 priority patent/US11819427B2/en
Pending legal-status Critical Current

Links

Images

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61FFILTERS IMPLANTABLE INTO BLOOD VESSELS; PROSTHESES; DEVICES PROVIDING PATENCY TO, OR PREVENTING COLLAPSING OF, TUBULAR STRUCTURES OF THE BODY, e.g. STENTS; ORTHOPAEDIC, NURSING OR CONTRACEPTIVE DEVICES; FOMENTATION; TREATMENT OR PROTECTION OF EYES OR EARS; BANDAGES, DRESSINGS OR ABSORBENT PADS; FIRST-AID KITS
    • A61F5/00Orthopaedic methods or devices for non-surgical treatment of bones or joints; Nursing devices; Anti-rape devices
    • A61F5/01Orthopaedic devices, e.g. splints, casts or braces
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T17/00Three dimensional [3D] modelling, e.g. data description of 3D objects
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2210/00Indexing scheme for image generation or computer graphics
    • G06T2210/41Medical

Abstract

The embodiment of the application discloses a method and a system for designing an orthosis. The orthosis designing method comprises the following steps: acquiring a three-dimensional model containing a part to be corrected; acquiring a standard reference image containing the part to be corrected; based on the three-dimensional model and the standard reference image, orthosis design data is obtained. The method and the device can simplify the design process of the orthosis, enable the designed orthosis to better meet the requirements of users, and can realize that a plurality of terminal devices cooperate to design the orthosis.

Description

Orthosis design method and system
Priority declaration
This application claims priority to chinese application No. 201910590669.3 filed on 7/2/2019, the entire contents of which are incorporated herein by reference.
Technical Field
The present application relates to the field of medical devices, and more particularly, to a method and system for designing an orthosis.
Background
If the limb parts of the human or animal are fractured or dislocated or the spine is physiologically deformed, a correction brace (or called an orthopedic device) needs to be worn on the corresponding parts of the body, so that the functions of fixing, supporting and correcting are achieved. Aiming at different parts to be corrected, an orthosis needs to be designed according to the parts to be corrected and medical images of the parts to be corrected so as to meet the requirements of different target users. Due to target user differences, it is particularly important to design a suitable orthosis from target user specific data.
Disclosure of Invention
Based on this, an orthosis design method and system are provided.
One embodiment of the invention provides an orthosis designing method. The orthosis designing method comprises the following steps: acquiring a three-dimensional model of a part to be corrected; acquiring a standard reference image of the part to be corrected; based on the three-dimensional model and the standard reference image, orthosis design data is obtained.
One embodiment of the invention provides an orthosis design system. The orthosis design system comprises a first acquisition module, a second acquisition module and a design data acquisition module; wherein: the first acquisition module is used for acquiring a three-dimensional model of the part to be corrected; the second acquisition module is used for acquiring a standard reference image of the part to be corrected; and the design data acquisition module is used for acquiring orthosis design data based on the three-dimensional model and the standard reference image.
One of the embodiments of the present invention provides an orthosis designing apparatus comprising at least one processor and at least one memory device for storing instructions which, when executed by the at least one processor, implement an orthosis designing method.
One embodiment of the present invention provides a computer-readable storage medium, which stores computer instructions, and when the computer reads the computer instructions in the storage medium, the computer executes an orthosis designing method.
One embodiment of the invention provides an orthosis design system. The orthosis design system comprises one or more terminal devices, one or more data acquisition devices, a cluster of data processing devices and a data interaction means, wherein: the data acquisition equipment is used for acquiring medical image data, a three-dimensional model of the part to be corrected and/or a standard reference image of the part to be corrected; the terminal equipment and the data interaction device have data interaction, and one or more of the terminal equipment is used for sending out an orthosis design request; the data interaction device is used for sending the received orthosis design request to one or more data processing devices in the data processing device cluster based on a load balancing mechanism; the data processing equipment cluster comprises more than one data processing equipment; wherein more than one data processing device is in signal connection with the one or more data acquisition devices and is adapted to perform the orthosis design method based on an orthosis design request to obtain orthosis design data.
One embodiment of the invention provides an orthosis designing method. The orthosis designing method comprises the following steps: responding to an instruction for designing an orthosis for a target object, and acquiring a three-dimensional model of a part to be corrected of the target object, wherein the instruction for designing the orthosis for the target object is an instruction generated by a load balancing server according to a network access port request of a terminal at the load balancing server and establishing an orthosis designing task; and acquiring a standard reference image of the part to be corrected of the target object, and generating an orthosis according to the standard reference image and the three-dimensional model.
In some embodiments, after generating an orthosis from the standard reference image and the three-dimensional model, the method further comprises: correcting the orthosis based on the three-dimensional model.
In some embodiments, the method further comprises: generating a shell model based on the orthosis; and storing the shell model in a storage space of a terminal accessing the network access port or uploading the shell model to a cloud server.
In some embodiments, the cloud server is a 3D printing cloud server for connecting a 3D printing device to print the shell model.
In some embodiments, the obtaining a three-dimensional model of the part to be corrected of the target object includes: and acquiring a three-dimensional model of the part to be corrected of the target object uploaded by a terminal accessing the network port through the network port.
In some embodiments, the obtaining a three-dimensional model of the part to be corrected of the target object includes: acquiring medical image data of a part to be corrected of the target object from a target database based on the identification information of the target object; and preprocessing the medical image data to obtain a three-dimensional model of the part to be corrected of the target object.
In some embodiments, the standard reference image is a digital X-ray image, a computed tomography image, or a magnetic resonance image, and accordingly, generating a orthosis from the standard reference image and the three-dimensional model comprises: superimposing the standard reference image onto the three-dimensional model; editing the grid of the three-dimensional model according to the superposition effect of the standard reference image and the three-dimensional model to obtain the orthosis, wherein the editing comprises at least one editing operation of grid deformation, grid smoothing, grid subdivision and grid cutting.
In some embodiments, when there are design orthosis tasks requested and established by a plurality of terminals through the load balancing server access port at the same time, the load balancing server is configured to distribute network resource load of the orthosis design server according to a preset load balancing policy, so that the plurality of orthosis design servers process the design orthosis tasks of different terminals synchronously.
One of the embodiments of the present application provides a device for designing a scoliosis orthosis, including: the model acquisition module is used for responding to an instruction for designing an orthosis for a target object and acquiring a three-dimensional model of a part to be corrected of the target object, wherein the instruction for designing the orthosis for the target object is an instruction generated by a load balancing server according to a network access port request of a terminal at the load balancing server and the establishment of a task of designing the orthosis; and the orthosis generating module is used for acquiring a standard reference image of the part to be corrected of the target object and generating an orthosis according to the standard reference image and the three-dimensional model.
One of the embodiments of the present application provides a server including one or more processors and a storage device for storing one or more programs. When executed by the one or more processors, cause the one or more processors to implement an orthosis design method as described in any above.
Drawings
The present application will be further explained by way of exemplary embodiments, which will be described in detail by way of the accompanying drawings. These embodiments are not intended to be limiting, and in these embodiments like numerals are used to indicate like structures, wherein:
fig. 1 is a schematic diagram of an exemplary orthotic design system, according to some embodiments of the present application;
FIG. 2 is a block diagram of a processing device according to some embodiments of the present application;
fig. 3 is an exemplary flow chart of a method of designing an orthotic, according to some embodiments of the present application;
FIG. 4 is an exemplary flow chart of a three-dimensional model acquisition method according to some embodiments of the present application;
fig. 5 is an exemplary flow chart of a method of designing an orthotic, according to yet another embodiment of the present application;
fig. 6 is a schematic diagram of an exemplary cloud design system according to some embodiments of the present application;
FIG. 7 is a schematic illustration of a standard reference image superimposed with a three-dimensional model; and
fig. 8 is a schematic representation of an orthotic shell according to some embodiments of the present application.
Detailed Description
In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings used in the description of the embodiments will be briefly introduced below. It is obvious that the drawings in the following description are only examples or embodiments of the application, from which the application can also be applied to other similar scenarios without inventive effort for a person skilled in the art. Unless otherwise apparent from the context, or otherwise indicated, like reference numbers in the figures refer to the same structure or operation.
It should be understood that "system", "apparatus", "unit" and/or "module" as used herein is a method for distinguishing different components, elements, parts, portions or assemblies at different levels. However, other words may be substituted by other expressions if they accomplish the same purpose.
As used in this application and the appended claims, the terms "a," "an," "the," and/or "the" are not intended to be inclusive in the singular, but rather are intended to be inclusive in the plural unless the context clearly dictates otherwise. In general, the terms "comprises" and "comprising" merely indicate that steps and elements are included which are explicitly identified, that the steps and elements do not form an exclusive list, and that a method or apparatus may include other steps or elements.
Flow charts are used herein to illustrate operations performed by systems according to embodiments of the present application. It should be understood that the preceding or following operations are not necessarily performed in the exact order in which they are performed. Rather, the various steps may be processed in reverse order or simultaneously. Meanwhile, other operations may be added to the processes, or a certain step or several steps of operations may be removed from the processes.
One of the embodiments of the present application relates to a method for designing an orthosis, which can be used for correcting a part to be corrected. The site to be corrected may include, but is not limited to, the whole or partial tissues of a human or animal, such as spine, upper limb bones, upper arm bones, lower arm bones, finger bones, toe bones, thigh bones, lower leg bones, ankle joints, knee joints, ankle joints, and the like. The orthosis design method can be applied to the case of designing a corrective brace for a limb or torso of a user. In some embodiments, the orthosis designing method according to one of the embodiments of the present application can also be applied to the field of prosthesis design. For example, the leg is scanned and reconstructed to obtain leg-breaking design data, and the artificial limb is produced according to the leg-breaking design data.
Fig. 1 is a schematic diagram of an exemplary orthosis design system 100 according to some embodiments of the present application.
The orthotic design system 100 may include a data acquisition device 110, a network 120, at least one end device 130, a cloud design system 140, and a storage device 150. The various components of the orthosis design system 100 can be interconnected by a network 120. For example, the cloud design system 140 and the at least one end device 130 may be connected or in communication via the network 120.
In some embodiments, the data acquisition device 110 may scan the portion to be corrected, resulting in scanned image data or a three-dimensional model of the portion to be corrected. In some embodiments, the data acquisition device 110 may be used to acquire medical image data. In particular, the medical image data may include, but is not limited to, one or more combinations of magnetic resonance imaging images, computed tomography images, digital radiographic images, and computer radiographic images. In some embodiments, data acquisition device 110 may be an X-ray imaging device, such as a Computed Tomography (CT) device, a C-arm (C-arm) machine, or the like. In some embodiments, the data acquisition device 110 may be a Magnetic Resonance Imaging (MRI) device. In some embodiments, the data acquisition device 110 may be a 3D capture terminal (e.g., a 3D scanner). The 3D shooting terminal can be used for obtaining a three-dimensional model of the part to be corrected. In some embodiments, the data acquisition device 110 may also be used to acquire a standard reference image of the site to be corrected. Specifically, the part to be corrected may be the whole or part of the tissue of a human or animal, such as the spine. In some embodiments, the standard reference image may comprise a Digital Radiography (DR) two-dimensional image (e.g., DR surview, etc.).
Network 120 can include any suitable network capable of facilitating the exchange of information and/or data for orthosis design system 100. In some embodiments, at least one component of the orthotic design system 100 (e.g., the data acquisition device 110, the cloud design system 140, the storage device 150, the at least one end device 130) may exchange information and/or data with at least one other component of the orthotic design system 100 via the network 120. For example, the cloud design system 140 may obtain medical image data or three-dimensional models from the data acquisition device 110 via the network 120. As another example, cloud design system 140 may obtain user (e.g., orthotic designer) instructions from at least one end device 130 via network 120. Network 120 may alternatively comprise a public network (e.g., the internet), a private network (e.g., a Local Area Network (LAN)), a wired network, a wireless network (e.g., an 802.11 network, a Wi-Fi network), a frame relay network, a Virtual Private Network (VPN), a satellite network, a telephone network, a router, a hub, a switch, a server computer, and/or any combination thereof. For example, network 120 may include a wireless network, a wireline network, a fiber optic network, a telecommunications network, an intranet, a Wireless Local Area Network (WLAN), a Metropolitan Area Network (MAN), a Public Switched Telephone Network (PSTN), a Bluetooth network, a ZigBee network, a Near Field Communication (NFC) network, and the like, or any combination thereof. In some embodiments, network 120 may include at least one network access point. For example, the network 120 can include wired and/or wireless network access points, such as base stations and/or internet exchange points, through which at least one component of the orthotic design system 100 can connect to the network 120 to exchange data and/or information.
At least one end device 130 may be in communication and/or connection with the data acquisition device 110, the cloud design system 140, and/or the storage device 150. For example, at least one of the end devices 130 can obtain orthosis design data from the cloud design system 140 for orthosis fabrication. For another example, the at least one terminal device 130 may obtain medical image data acquired by the data acquisition device 110 and send the medical image data to the cloud design system 140 for processing. In some embodiments, the at least one terminal device 130 may include a mobile device 131, a tablet computer 132, a laptop computer 133, and the like, or any combination thereof. For example, mobile device 131 may include a mobile phone, a Personal Digital Assistant (PDA), a gaming device, a navigation device, and the like, or any combination thereof. In some embodiments, at least one terminal device 130 may also include input devices, output devices, and the like. The input devices may include alphanumeric and other keys. The input device may be selected from keyboard input, touch screen (e.g., with tactile or haptic feedback) input, voice input, eye tracking input, brain monitoring system input, or any other similar input mechanism. Input information received via the input device may be transmitted, for example, via a bus, to cloud design system 140 for further processing. Other types of input devices may include cursor control devices such as a mouse, a trackball, or cursor direction keys, among others. Output devices may include a display, speakers, printer, or the like, or any combination thereof. In some embodiments, at least one end device 130 may be part of the cloud design system 140. In some embodiments, at least one terminal device 130 has data interaction with the data interaction devices 141-143, and at least one terminal device 130 can be used to issue an orthosis design request to the data interaction 141-143 devices. In some embodiments, one or more of the terminal devices 130 can be used to cooperatively perform orthosis design.
The cloud design system 140 may include data interaction devices 141-143 and a cluster of data processing devices 144.
In some embodiments, the data interaction means 141-143 can be configured to send the received orthosis design request to one or more data processing apparatuses of the cluster of data processing apparatuses based on a load balancing mechanism. For more details of the data interaction devices 141-143, please refer to FIG. 6 and the description thereof, which are not repeated herein.
In some embodiments, the cluster of data processing devices 144 may include more than one data processing device. In some embodiments, more than one data processing device can be in signal connection with at least one data acquisition device 110 and used to perform orthosis design method 300 or orthosis modification method 500 based on orthosis design requests to obtain orthosis design data. In some embodiments, the data processing device may request the retrieval of relevant medical image data from the data acquisition device 110 based on an orthosis design request. For more details on the data processing device cluster 144, please refer to fig. 6 and the description thereof, which are not described herein.
Storage device 150 may store data, instructions, and/or any other information. In some embodiments, the storage device 150 may store medical image data of the data acquisition device 110 and a three-dimensional model of the site to be corrected. For example a scanned image of the part to be corrected. In some embodiments, storage device 150 may store data obtained from data acquisition device 110, at least one end device 130, and/or cloud design system 140. In some embodiments, storage device 150 may store data and/or instructions used by cloud design system 140 to perform or use to perform the exemplary methods described in this application. In some embodiments, the storage device 150 may include mass storage, removable storage, volatile read-write memory, read-only memory (ROM), and the like, or any combination thereof. Exemplary mass storage devices may include magnetic disks, optical disks, solid state disks, and the like. Exemplary removable memory may include flash drives, floppy disks, optical disks, memory cards, compact disks, magnetic tape, and the like. Exemplary volatile read and write memories can include Random Access Memory (RAM). Exemplary RAM may include Dynamic Random Access Memory (DRAM), Double Data Rate Synchronous Dynamic Random Access Memory (DDRSDRAM), Static Random Access Memory (SRAM), thyristor random access memory (T-RAM), zero capacitance random access memory (Z-RAM), and the like. Exemplary read-only memories may include mask read-only memory (MROM), programmable read-only memory (PROM), erasable programmable read-only memory (EPROM), electrically erasable programmable read-only memory (EEPROM), compact disc read-only memory (CD-ROM), digital versatile disc read-only memory (dvd-ROM), and the like. In some embodiments, the storage device 150 may be implemented on a cloud platform.
In some embodiments, the storage device 150 may be connected to the network 120 to communicate with at least one other component (e.g., the cloud design system 140, at least one end device 130) in the orthotic design system 100. At least one component in the orthotic design system 100 may access data or instructions stored in the storage device 150 via the network 120. In some embodiments, the storage device 150 may be part of the cloud design system 140.
It should be noted that the foregoing description is provided for illustrative purposes only, and is not intended to limit the scope of the present application. Many variations and modifications will occur to those skilled in the art in light of the teachings herein. The features, structures, methods, and other features of the example embodiments described herein may be combined in various ways to obtain additional and/or alternative example embodiments. For example, the storage device 150 may be a data storage device comprising a cloud computing platform, such as a public cloud, a private cloud, a community and hybrid cloud, and the like. However, such changes and modifications do not depart from the scope of the present application.
FIG. 2 is a block diagram of a processing device 200 according to some embodiments of the present application.
As shown in fig. 2, the processing device 200 may include a first acquisition module 210, a second acquisition module 220, and a design data acquisition module 230.
The first obtaining module 210 may be used to obtain a three-dimensional model of a part to be corrected. In some embodiments, the first obtaining module 210 may be configured to obtain a three-dimensional model of a part to be corrected, which is uploaded by the 3D photographing terminal. In some embodiments, the first obtaining module 210 may be further configured to obtain medical image data and process the medical image data to obtain a three-dimensional model. Specifically, the first obtaining module 210 may perform image segmentation on the medical image data to obtain a region of the to-be-corrected part, extract body surface data of the region of the to-be-corrected part in the medical image data, and then generate a mesh based on the body surface data of the region of the to-be-corrected part to obtain the three-dimensional model. In some embodiments, the first obtaining module 210 may be further configured to pre-process the body surface data before generating the mesh. In some embodiments, the pre-processing may include, but is not limited to, one or more combinations of smoothing, filtering, boundary calculation, and the like. In some embodiments, the medical image data may include, but is not limited to, a combination of one or more of a magnetic resonance imaging image, a computed tomography image, a digital radiographic image, and a computer X-ray image. For more details on obtaining the three-dimensional model of the to-be-corrected portion, reference may be made to fig. 3 and the related description thereof, which are not described herein again.
The second obtaining module 220 may be configured to obtain a standard reference image of the part to be corrected. In some embodiments, the standard reference image may comprise a DR two-dimensional image (e.g., a DR surview). For more details of obtaining the standard reference image of the to-be-corrected portion, refer to fig. 3 and the related description thereof, which are not described herein again.
Design data acquisition module 230 can be used to acquire orthotic design data based on the three-dimensional model and the standard reference image. In some embodiments, the design data acquisition module 230 can be configured to cross-reference a three-dimensional model to a standard reference image and acquire orthosis design data resulting from editing the three-dimensional model based on the standard reference image and/or the results of the cross-reference. In some embodiments, the orthotic design data may include the results of one or more of the following combined processes including, but not limited to, mesh deformation, mesh smoothing, mesh subdivision, and mesh cropping, on a three-dimensional model. For more details on the acquisition of the orthosis design data, reference is made to fig. 3 and the related description thereof, which are not repeated herein.
In some embodiments, the processing device 200 may also include a design data modification module 240. In some embodiments, the design data modification module 240 may be configured to simulate stress data of one or more areas of the part to be corrected after wearing the orthosis based on the three-dimensional model of the part to be corrected and the orthosis design data. In some embodiments, the design data modification module 240 can be further configured to obtain the orthotic design data modified based on the force data for one or more regions of the area to be corrected. For more details on simulating the stress data and obtaining the corrected orthosis design data, reference may be made to fig. 5 and its related description, which are not repeated herein.
In some embodiments, the processing apparatus 200 may further include a thickness processing module 250. In some embodiments, the thickness processing module 250 can be configured to perform thickness processing based on the orthotic design data, resulting in processed orthotic shell data.
In some embodiments, processing device 200 may also include a storage module 260. In some embodiments, the storage module 260 can be used to store the orthosis shell data at a user terminal. In some embodiments, the processing device 200 may also include an upload module 270. In some embodiments, the upload module 270 can be used to upload the orthotic shell data to a server. In some embodiments, the server can include a 3D printing server for connecting a 3D printing device to print the brace based on the brace shell data.
It should be noted that the above description of processing device 200 is provided for illustrative purposes only and is not intended to limit the scope of the present application. Various modifications and changes may occur to those skilled in the art in light of the description herein. However, such modifications and changes do not depart from the scope of the present application. For example, each module may share one memory module, or each module may have a separate memory unit.
Fig. 3 is an exemplary flow chart of a method 300 of designing an orthotic, according to some embodiments of the present application. In particular, the orthosis design method 300 can be performed by the processing device 200. For example, the orthosis design method 300 can be stored in a memory device (e.g., the memory device 150) in the form of a program or instructions that, when executed by the orthosis design system 100 (e.g., the processing device 200), can implement the orthosis design method 300. As shown in fig. 3, orthosis design method 300 can include:
step 310, a three-dimensional model of the part to be corrected is obtained. Specifically, step 310 may be performed by the first obtaining module 210.
In some embodiments, the site to be corrected may be the whole or part of the tissue of a human or animal. Such as the spine, upper limb bones, upper arm bones, lower arm bones, finger bones, toe bones, thigh bones, lower leg bones, ankle joints, and the like. In some embodiments, the three-dimensional model of the part to be corrected may be a three-dimensional spatial model of the whole or part of the anatomy of a human or animal, which is scaled in equal proportion to the actual contour of the part to be corrected. Such as a three-dimensional model of the leg, a three-dimensional model of the spine, etc.
In some embodiments, the first obtaining module 210 may obtain a three-dimensional model of the part to be corrected uploaded by a 3D photographing terminal (e.g., a 3D scanner). In some embodiments, the three-dimensional model of the to-be-corrected portion of the target object uploaded by the terminal accessing the network port may be acquired through the network port, that is, the user directly introduces the three-dimensional model of the to-be-corrected portion through the network access port, where the three-dimensional model may be obtained by scanning the to-be-corrected portion of the target object through a 3D scanner.
In some embodiments, the first acquisition module 210 may acquire medical image data and process the medical image data to obtain a three-dimensional model. Specifically, the first obtaining module 210 may perform image segmentation on the obtained medical image data to obtain a region of the to-be-corrected part, then extract body surface data of the region of the to-be-corrected part in the medical image data, and generate a mesh based on the body surface data of the region of the to-be-corrected part to obtain a three-dimensional model of the to-be-corrected part. In another embodiment, the orthosis design server may obtain medical image data of a part to be corrected of a target object from a target database based on identification information of the target object input by a user; then, the medical image data is preprocessed to obtain a three-dimensional model of the part to be corrected of the target object. The target database includes a Picture imaging and Communication Systems (PACS). In the system, various medical images (including images generated by equipment such as nuclear magnetism, computed tomography, digital X-ray, ultrasound, various X-ray machines and the like) generated in daily life by a hospital imaging department are stored according to medical digital imaging and communication standards. For more details on processing medical image data to obtain a three-dimensional model, please refer to fig. 4 and the related description thereof, which are not repeated herein.
In some embodiments, the instructions to obtain the three-dimensional model of the part to be corrected may be stored in a storage device (e.g., storage device 150) and may be invoked by the processing device 200 (e.g., first obtaining module 210).
And step 320, acquiring a standard reference image of the part to be corrected. Specifically, step 320 may be performed by the second obtaining module 220.
The standard reference image is typically a digital X-ray image, a computed tomography image or a magnetic resonance image. In some embodiments, the standard reference image may comprise a DR two-dimensional image (e.g., a DR surview). In some embodiments, the standard reference image may include labeled content information such as a Cobbe angle from which the severity of lateral bending of the whole or part of the tissue of the human or animal may be assessed, so that it may be determined whether to perform a brace treatment or a surgical treatment on the human or animal. For example, when clinically evaluating the severity of scoliosis using the Cobbe angle, if the Cobbe angle reflected on the standard reference image is 20 ° to 45 °, a brace therapy is selected; if the Cobbe angle exceeds 45 °, surgical treatment is considered. In some embodiments, the second acquiring module 220 may acquire a standard reference image of the part to be corrected, which is obtained by, but not limited to, laser scanning or optical scanning of a DR device, an X-ray machine, a camera, and the like. For example, a standard reference image of the part to be corrected is pre-stored in a DR device, an X-ray machine, a camera, or the like, and the second obtaining module 220 obtains the standard reference image. For another example, the DR device, the X-ray machine, and the camera may directly transmit the captured standard reference image to the second acquisition module 220. In some embodiments, the second obtaining module 220 may query, according to the user information of the part to be corrected, the user information closest to the user information of the part to be corrected in the historical image, so as to obtain the corresponding standard reference image. In some embodiments, the second obtaining module 220 may also train the initial model according to the historical images to obtain an image generation model, and input the user information of the part to be corrected into the image generation model to obtain the standard reference image.
In some embodiments, the instructions to acquire the standard reference image of the part to be corrected may be stored in a storage device (e.g., storage device 150) and may be invoked by the processing device 200 (e.g., second acquisition module 220).
And step 330, acquiring orthosis design data based on the three-dimensional model and the standard reference image. In particular, step 330 may be performed by the design data acquisition module 230.
In some embodiments, the brace design data can be brace data information corresponding to a site to be corrected, from which a brace can be made. In some embodiments, the design data acquisition module 230 may cross-reference the three-dimensional model to a standard reference image. In some embodiments, the collation may include an overlay display. Specifically, the process of displaying the overlay may include determining the feature points or the reference points in the three-dimensional model and the standard reference image, and then overlaying based on the reference points (the reference points are aligned) of the two. In some embodiments, the design data acquisition module 230 can also acquire orthosis design data resulting from editing the three-dimensional model based on the results of the standard reference images and/or the controls. Specifically, the orthosis design data may include, but is not limited to, results of one or more of mesh deformation, mesh smoothing, mesh subdivision, and mesh cropping of the three-dimensional model. In some embodiments, editing the three-dimensional model to obtain the orthotic design data can be performed by an orthotic designer based on the comparison of the three-dimensional model and the standard reference image, and then manually inputting corresponding parameters into the design data obtaining module 230 to obtain the orthotic design data.
The method for generating the orthosis according to the standard reference image and the three-dimensional model comprises the following specific steps: superimposing a standard reference image on the three-dimensional model, as shown in fig. 7, wherein the standard reference image is a DR image (DR plain film) of the torso of the target object; and then editing the grid of the three-dimensional model according to the superposition effect of the standard reference image and the three-dimensional model to obtain the orthosis, wherein the editing comprises at least one editing operation of grid deformation, grid smoothing, grid subdivision and grid cutting.
In particular, the orthosis generated for a target subject of scoliosis can be referred to the schematic diagram shown in fig. 8. The method mainly comprises the steps of carrying out mesh deformation editing on meshes in a pressure area, cutting the meshes according to the requirements of different parts of an orthosis, and carrying out mesh smoothing, mesh subdivision and other operations on the rest parts.
In some embodiments, the instructions to obtain orthotic design data may be stored in a storage device (e.g., storage 150) and may be invoked by cloud design system 140 (e.g., data interaction device 141).
In some embodiments, the orthosis design method 300 can further include modifying the orthosis design data to provide a higher degree of fit between the three-dimensional model of the site to be corrected and an orthosis constructed from the orthosis design data. For more details on the correction of the appliance design data, please refer to fig. 5 and the related description thereof, which are not repeated herein.
According to the technical scheme of the embodiment, the orthotics are designed and generated by the server according to the orthotics design instruction and the three-dimensional model of the part to be corrected, which are obtained at the network access port, and then the standard reference image of the part to be corrected and the three-dimensional model are combined, so that the problems of complex design process and low efficiency of the orthotics in the prior art are solved; the method and the device can realize that a user only accesses the server for designing the orthosis through the network access port to complete the orthosis design on the part to be corrected of the target object, simplify the process of designing the orthosis and enable the orthosis design to be more efficient.
After the generated orthosis or the corrected (or called modified) orthosis is obtained, a shell model is generated, namely the thickness of the orthosis is determined, and an orthosis shell with a certain thickness is created. Reference may be made to the orthosis shown in fig. 8.
In some embodiments, orthosis design method 300 can further include thickness processing of the orthosis design data. In particular, the processing device 200 (e.g., the thickness processing module 250) can perform thickness processing based on the orthotic design data, resulting in processed orthotic shell data. In some embodiments, the processing device 200 (e.g., the storage module 260) can also be used to store the orthosis shell data at the user terminal. In some embodiments, a processing device 200 (e.g., upload module 270) can be used to upload the orthotic shell data to a server. In some embodiments, the orthosis shell data can be used to represent the size of the orthosis. Such as the length, width, height, and thickness of the brace, etc. In some embodiments, the brace can have a thickness of 3-4 mm.
In some embodiments, the server that uploads the orthotic shell data may comprise a 3D print server. The 3D print server can be used to connect a 3D printing device to print an orthotic based on orthotic shell data. In some embodiments, the orthosis can be an extracorporeal appliance fitted to the site to be corrected, the appliance having a thickness similar to the shape of the shell.
Specifically, the server for designing the orthosis can be directly connected with the 3D printing server with a communication protocol, so that the designed orthosis and 3D printing parameters and the like can be directly sent to the 3D printing cloud server, the shell model of the orthosis can be printed by connecting the 3D printing equipment, and the whole process from the design of the orthosis to the printing of the shell model as the entity orthosis can be completed.
According to the technical scheme of the embodiment, the server generates the orthosis according to the orthosis design instruction and the three-dimensional model of the part to be corrected, which are acquired from the network access port, and the standard reference image of the part to be corrected and the three-dimensional model design are combined, so that the shell model of the orthosis is sent to the 3D printing cloud server to complete the printing of the orthosis, and the problems of complex design process and low efficiency of the orthosis in the prior art are solved; the method and the system can enable a user to access the server for designing the orthosis only through the network access port to complete the whole process of designing and printing the orthosis on the part to be corrected of the target object, simplify the process of designing the orthosis and producing the orthosis, and enable the design of the orthosis to be more efficient.
It should be noted that the above description of flow 300 and the description thereof are provided for illustrative purposes only and are not intended to limit the scope of the present application. Various modifications and changes may occur to those skilled in the art in light of the description herein. However, such modifications and changes do not depart from the scope of the present application. For example, the steps 310 and 320 may be combined into one step, and the three-dimensional model of the part to be corrected may be acquired in the step 310 while the standard reference image of the part to be corrected is acquired.
FIG. 4 is an exemplary flow chart of a three-dimensional model acquisition method 400 according to some embodiments of the present application. In particular, the three-dimensional model acquisition method 400 may be performed by the processing device 200. For example, the three-dimensional model acquisition method 400 can be stored in a storage device (e.g., the storage device 150) in the form of a program or instructions that, when executed by the orthosis design system 100 (e.g., the processing device 200), can implement the three-dimensional model acquisition method 400. As shown in FIG. 4, a three-dimensional model acquisition method 400 may include:
at step 410, medical image data is acquired. Specifically, step 410 may be performed by the first obtaining module 210.
In some embodiments, the medical image data may include, but is not limited to, a combination of one or more of a magnetic resonance imaging image, a computed tomography image, a digital radiographic image, and a computer X-ray image. In some embodiments, the medical image data may also include a dataset of multiple tomographic images (e.g., a 3D medical image) that may be superimposed as a basis for three-dimensional model generation. In some embodiments, the first acquisition module 210 may acquire medical image data from a PACS.
In some embodiments, the medical image data may employ Digital imaging and Communications in Medicine (DICOM) as a standard for storing and exchanging medical image data. DICOM defines a medical image format for data exchange that meets clinical requirements in quality using specific file formats and communication protocols. In particular, the medical image may be saved in a DICOM file format. In addition to data relating to medical images (e.g., device data from which images are taken and medical background data), the DICOM file format data may also store protected information about the person being scanned, such as name, gender, age, and identity ID (e.g., identification number). In some embodiments, a medical imaging device (e.g., a CT device, a DR device, an MRI device, a 3D scanner) for capturing medical images may create the scanned medical images into a DICOM file format, and a doctor or an orthosis designer may read the medical images in the DICOM file format using a viewer having a function of reading the DICOM file to determine information carried in the medical images. In some embodiments, the data in DICOM file format may also include exchanging information other than DICOM image information, such as patient information and surgical information, among others. In some embodiments, the patient information may be the age, sex, weight, past medical history, etc. of the patient. In some embodiments, the surgical information may be a surgical start time, an expected end time, a surgical procedure flow, and the like.
In some embodiments, the instructions to acquire medical image data may be stored in a storage device (e.g., storage device 150) and may be invoked by processing device 200 (e.g., first acquisition module 210).
In some embodiments, the three-dimensional model acquisition method 400 may further include preprocessing the medical image data, including: and image segmentation, filtering, smoothing, mesh generation and the like. Further processing of the medical image data can be seen in steps 420-440.
And step 420, performing image segmentation on the medical image data to acquire a region of the part to be corrected. Specifically, step 420 may be performed by the first obtaining module 210.
In some embodiments, the image segmentation method may include, but is not limited to, one or more combinations of threshold segmentation, edge segmentation, region segmentation, motion segmentation, active contour model-based segmentation, fuzzy clustering algorithm-based segmentation, wavelet transform-based segmentation methods, and the like. In some embodiments, the thresholding may include histogram thresholding, inter-class variance thresholding, two-dimensional maximum entropy segmentation, and fuzzy thresholding. In some embodiments, region segmentation may include region segmentation-region growing, region splitting-merging methods, and the like. In some embodiments, the region of the part to be corrected may include a region of the part to be corrected in the medical image data. In some embodiments, the first acquisition module 210 performs image segmentation on the medical image data to acquire a region of the site to be corrected.
In some embodiments, the instructions to perform image segmentation on the medical image data may be stored in a storage device (e.g., storage device 150) and may be invoked by the processing device 200 (e.g., first acquisition module 210).
And step 430, extracting body surface data of the region of the part to be corrected. In particular, step 430 may be performed by the first obtaining module 210.
In some embodiments, the body surface data may be pixel points of a body surface contour (e.g., skin contour) obtained after image segmentation. In some embodiments, the body surface data may be a mask. Specifically, the mask may be, but is not limited to, a mask, a two-dimensional matrix array, a multi-valued image, or the like. In some embodiments, the first obtaining module 210 may extract body surface data in the medical image data after image segmentation of the medical image data. In some embodiments, the first obtaining module 210 may further delete impurity points (e.g., pixels of clothes, ornaments, etc.) existing in the body surface data, so as to extract the body surface data more convenient for the three-dimensional model construction.
In some embodiments, step 430 may also include preprocessing the body surface data. In some embodiments, preprocessing the body surface data may include, but is not limited to, one or more combinations of smoothing, filtering, and boundary calculation.
In some embodiments, the instruction for extracting the body surface data of the region to be corrected may be stored in a storage device (e.g., the storage device 150) and may be invoked by the processing device 200 (e.g., the first obtaining module 210).
Step 440, generating a grid based on the body surface data of the region to be corrected. Specifically, step 440 may be performed by the first obtaining module 210.
In some embodiments, the mesh may be formed by stitching a plurality of feature point data of the body surface data of the region to be corrected. Specifically, a plurality of feature points of the body surface data may be connected into a plurality of facets, and then the facets may be spliced to form the three-dimensional model mesh. In some embodiments, the feature point data may be pixel points of a body surface contour of the region to be corrected. In some embodiments, the facets may be triangular, quadrilateral, or other concave or convex polygonal planes, which may simplify the rendering (display) process by stitching a plurality of facets to form a three-dimensional model mesh. In some embodiments, the first obtaining module 210 may generate a mesh based on the body surface data of the region to be corrected.
In some embodiments, the instructions to generate the grid may be stored in a storage device (e.g., storage device 150) and may be invoked by processing device 200 (e.g., first acquisition module 210).
For example, designing a scoliosis orthosis for a scoliosis patient, firstly, segmenting medical image data of a trunk part of a target object, and extracting body surface data and spine data of the target object from the segmented medical image data; then, preprocessing the body surface data, wherein the preprocessing comprises at least one of smoothing, filtering and boundary correction, so that the segmentation effect of the body surface data and the spine data is better; and finally, generating a polygonal mesh based on the optimized body surface data to form a three-dimensional model. The grid is composed of a plurality of point clouds of an object, a three-dimensional model grid is formed through the point clouds, and point cloud data, namely body surface data of the trunk part of the target object, are acquired in the method. These meshes are usually composed of triangles, quadrilaterals or other simple convex polygons, which may simplify the rendering process.
It should be noted that the above description of flow 400 and the description thereof are provided for illustrative purposes only and are not intended to limit the scope of the present application. Various modifications and changes may occur to those skilled in the art in light of the description herein. However, such modifications and changes do not depart from the scope of the present application. For example, step 410 and step 420 in three-dimensional model acquisition method 400 may be performed simultaneously.
Preferably, the orthosis can be corrected (or referred to as modified) based on the three-dimensional model, that is, whether the three-dimensional model of the part to be corrected is matched with the orthosis or not is compared, so that the three-dimensional model and the orthosis are completely matched, and if a difference exists between the two, the orthosis can be edited, so that the orthosis is matched with the three-dimensional model. Orthosis here means orthosis design data. For more details of processing medical image data, reference is made to fig. 5 and its description.
Fig. 5 is an exemplary flow chart of an orthosis modification method 500 according to yet another embodiment of the present application. In particular, the orthosis modification method 500 can be performed by the processing device 200. For example, the orthosis modification method 500 can be stored in a memory device (e.g., the memory device 150) in the form of a program or instructions that when executed by the orthosis design system 100 (e.g., the processing device 200) can implement the orthosis modification method 500. As shown in fig. 5, the orthosis modification method 500 can include:
step 510, based on the three-dimensional model of the part to be corrected and the design data of the orthosis, simulating stress data of one or more areas of the part to be corrected after wearing the orthosis. Specifically, step 510 may be performed by design data modification module 240.
In some embodiments, the force data may include the force magnitude and the force direction of one or more regions of the part to be corrected after wearing the corrector, and the force data may be obtained by simulation of the design data modification module 240. Specifically, a three-dimensional model of the orthosis can be generated according to the design data of the orthosis, and after the three-dimensional model of the part to be corrected is worn by the three-dimensional model of the orthosis, the stress data of the three-dimensional model of the part to be corrected is simulated. For example, after the corrector is worn on the part to be corrected, the bending degree of the three-dimensional model mesh of the part to be corrected can be simulated to perform stress calculation, and corresponding stress data can be obtained. The three-dimensional model of the orthosis has different force generation sizes and directions in areas where different grids of the three-dimensional model of the part to be corrected are located, and the force generation sizes and the force generation directions of the different grids of the three-dimensional model of the part to be corrected can be obtained by simulating the force data of one or more areas of the part to be corrected after the orthosis is worn. Specifically, the stress magnitude may be displayed in different colors, and further, the preset stress may be set, and the relative stress magnitude may be displayed in different colors, for example, red is used to indicate that the stress is too large, and blue is used to indicate that the stress is too small. The preset stress of the different grids may be the acting force exerted by the three-dimensional model of the orthosis on the different grids of the three-dimensional model of the part to be corrected, the preset stress and the preset force are a pair of forces having the same magnitude and the same direction, and further description about the preset force may be found in step 520. In some embodiments, the design data modification module 240 can simulate stress data of one or more areas of the part to be corrected after wearing the orthosis based on the three-dimensional model of the part to be corrected and the orthosis design data.
In some embodiments, the instructions to simulate the force data may be stored in a storage device (e.g., storage 150) and may be invoked by cloud design system 140 (e.g., design data modification module 240).
Step 520, obtaining the design data of the orthosis after being corrected according to the stress data of one or more areas of the part to be corrected. Specifically, step 520 may be performed by design data modification module 240.
In some embodiments, the orthosis design data can be modified according to the force data of one or more regions of the site to be corrected. Specifically, the orthosis design data can be corrected according to the stress magnitude and stress direction of different grids of the three-dimensional model of the part to be corrected and the preset force application of the three-dimensional model of the orthosis. In some embodiments, the preset force of the three-dimensional model of the orthosis can be the force applied by the pressure area of the orthosis to different areas of the part to be corrected during correction, and the preset force can be obtained according to clinical data statistics. In some embodiments, the predetermined force may also be predicted by a trained machine learning model. The calibration process will be explained below with a specific example: a certain triangular plane exists on the three-dimensional model of the part to be corrected, and the triangular plane is positioned at the position d when the three-dimensional model of the wearing orthosis is not simulated, and the stress is 0; after the three-dimensional model of the wearing orthosis is simulated, the triangular plane is located at a position e, the stress is A, the preset force applied to the triangular plane by the three-dimensional model of the orthosis is B, and the size of B is different from that of A, wherein when B is larger than A, the stress of the triangular plane after the orthosis is simulated to be worn is insufficient (blue can be represented at the position e), the design data of the orthosis needs to be adjusted to increase the stress to the triangular plane (namely, the bending degree of the three-dimensional model grid where the triangular plane is located is increased), and the blue is gradually lightened or directly changed from blue to transparent color in the process of increasing the stress of the triangular plane; conversely, when B is smaller than a, it means that the stress on the triangular plane is too large (red can be used to indicate e), the design data of the orthosis needs to be adjusted to reduce the stress on the triangular plane (i.e. the degree of curvature of the three-dimensional model mesh where the triangular plane is located is reduced), and the red color gradually becomes lighter or directly changes from red to transparent color in the process of increasing the stress on the triangular plane. The force A applied by the three-dimensional model of the orthosis to the triangular plane is close to the preset force B by adjusting the design data of the orthosis, so that the stress of the triangular plane at the position e is the same as or similar to the preset force, and by analogy, the whole grid (or pressure area) is traversed to obtain the design data of the corrected orthosis, so that the orthosis manufactured according to the design data of the corrected orthosis can be better matched with the part to be corrected, and the corrected orthosis can achieve the expected correction effect. In some embodiments, the design data modification module 240 may simulate the force data of one or more areas of the part to be corrected after wearing the orthosis, thereby obtaining the design data of the orthosis after modification according to the force data of one or more areas of the part to be corrected.
In some embodiments, the revised orthotic design data can be further confirmed by a physician or orthotic designer. If the doctor or the orthosis designer deems that the orthosis design data cannot meet the correction requirements, the data can be further corrected by the doctor or the orthosis designer until the requirements are met.
In some embodiments, the instructions to obtain the revised orthotic design data may be stored in a storage device (e.g., storage 150) and may be invoked by cloud design system 140 (e.g., design data revision module 240).
It should be noted that the above description of flow 500 and the description thereof are provided for illustrative purposes only and are not intended to limit the scope of the present application. Various modifications and changes may occur to those skilled in the art in light of the description herein. However, such modifications and changes do not depart from the scope of the present application. For example, in step 510, the trained machine learning model may be used to perform a force calculation, so as to obtain force data of one or more regions of the part to be corrected after wearing the corrector.
Specifically, the technical solution of this embodiment may be in a network structure mode of a B/S structure (Browser/Server mode). The mode has a uniform client (i.e., at least one terminal device 130), and the core part of the system function realization is centralized on a server, and only one browser is installed on the client, and the database content and the corresponding orthosis design function module are installed on the server. The servers may be arranged as a server cluster, and include at least one load balancing server, at least one finished orthotic design (i.e., three-dimensional model rendering) server, and at least one database server, where the database may be a Picture imaging and communication systems (PACS), and reference may be made to the server framework diagram shown in fig. 6, where it should be noted that the number of servers in fig. 6 is only an exemplary illustration and is not a limitation.
Fig. 6 is a schematic diagram of an exemplary cloud design system 600 according to some embodiments of the present application.
The cloud design system 140 may include data interaction devices 141-143 and a data processing device cluster 144.
In some embodiments, cloud design system 140 may also include file server 145. The file server 145 may be used to store image data captured by one or more data acquisition devices 110. In some embodiments, the data acquisition device 110 may be, but is not limited to, a DR device, a 3D camera, a CT device, an MRI device, and the like. In some embodiments, file server 145 may also be a PACS system.
In some embodiments, the data interaction apparatuses 141-143 may include a first level load balancing device 141, a cluster of data interaction devices 142, and a second level load balancing device 143. In some embodiments, the cluster of data interaction devices 142 may include a data interaction device 142-1, a data interaction device 142-2, and a data interaction device 142-3. In some embodiments, the terminal device 130 can perform data interaction with the data interaction devices 141-143 through a browser.
In some embodiments, the first level load balancing device 141 may have data interaction with the end device 130. Specifically, the first level load balancing device 141 can be configured to receive data sent by one or more terminal devices 130 and send a received orthosis design request to one or more data processing devices 144-1 to 144-3 in the data interaction device cluster based on a load balancing mechanism. In some embodiments, the data transmitted by one or more of the terminal devices 130 can be data related to an orthosis design request. In some embodiments, the load balancing mechanism may be configured to balance and distribute loads (or work tasks) to a plurality of data processing devices for execution, so as to jointly complete the work tasks. In some embodiments, the terminal device 130 may interact with the first level load balancing device 141 through a browser.
In some embodiments, the data interaction devices 142-1-142-3 can be used to determine orthosis design requests based on data from the terminal devices. In some embodiments, the orthosis design request can include, but is not limited to, one or more of medical image data of the site to be corrected, a three-dimensional model of the site to be corrected and/or a standard reference image of the site to be corrected, a patient ID (e.g., identification number) of the site to be corrected, and a description of the site to be corrected (e.g., left calf tibia, 3 rd to 6 th lumbar vertebrae).
In some embodiments, the second level load balancing device 143 and the one or more data processing devices 144-1-144-3 can have a signal connection for sending the received orthosis design request to the one or more data processing devices 144-1-144-3 based on a load balancing mechanism. For the orthosis design request, reference is made to the above description, which is not repeated here.
In some embodiments, data processing device cluster 144 may include data processing device 144-1, data processing device 144-2, and data processing device 144-3. In some embodiments, the data processing devices 144-1-144-3 can be in signal connection with at least one data acquisition device 110 and configured to perform the orthosis design method 300 or orthosis design method 500 based on an orthosis design request to obtain orthosis design data. In some embodiments, the data processing devices 144-1-144-3 can invoke the relevant image data by the data acquisition device 110 based on orthosis design requests. In some embodiments, the data processing devices 144-1-144-3 may also obtain relevant image data from the file server 145.
When a user needs to design an orthosis, the task of designing the orthosis requested and established by the load balancing server can be accessed through a network port such as a terminal browser, and when the load balancing server receives the request of the user and the task of designing the orthosis, the task is issued to the orthosis designing server (namely, the data processing equipment cluster 144), and the orthosis designing server receives a corresponding instruction for designing the orthosis for a target object. When a plurality of users request and establish a task of designing the orthotics to the access load balancing server at the same time, the load balancing server can balance and distribute network resource loads of the orthotics designing server according to a preset load balancing strategy, so that the plurality of orthotics designing servers can synchronously process the tasks of designing the orthotics of different terminals. For example, by a orthosis design server polling mechanism, a design orthosis task is distributed to an orthosis design server that is idle or has a relatively small amount of tasks.
The beneficial effects that may be brought by the embodiments of the present application include, but are not limited to: (1) generating orthosis design data according to the standard reference image and the three-dimensional model of the part to be corrected, and correcting the orthosis design data according to the stress data of one or more areas of the part to be corrected, so that the designed orthosis can better meet the requirements of users; (2) one or more terminal devices send an orthosis design request to the data interaction device through the browser, and the data processing device cluster designs the orthosis according to the orthosis design request, so that the design flow of the orthosis is simplified, and the process that a plurality of terminal devices cooperatively design the orthosis is realized. It is to be noted that different embodiments may produce different advantages, and in different embodiments, any one or combination of the above advantages may be produced, or any other advantages may be obtained.
Having thus described the basic concept, it will be apparent to those skilled in the art that the foregoing detailed disclosure is to be considered merely illustrative and not restrictive of the broad application. Various modifications, improvements and adaptations to the present application may occur to those skilled in the art, although not explicitly described herein. Such modifications, improvements and adaptations are proposed in the present application and thus fall within the spirit and scope of the exemplary embodiments of the present application.
Also, this application uses specific language to describe embodiments of the application. Reference throughout this specification to "one embodiment," "an embodiment," and/or "some embodiments" means that a particular feature, structure, or characteristic described in connection with at least one embodiment of the present application is included in at least one embodiment of the present application. Therefore, it is emphasized and should be appreciated that two or more references to "an embodiment" or "one embodiment" or "an alternative embodiment" in various places throughout this specification are not necessarily all referring to the same embodiment. Furthermore, some features, structures, or characteristics of one or more embodiments of the present application may be combined as appropriate.
Moreover, those skilled in the art will appreciate that aspects of the present application may be illustrated and described in terms of several patentable species or situations, including any new and useful combination of processes, machines, manufacture, or materials, or any new and useful improvement thereon. Accordingly, various aspects of the present application may be embodied entirely in hardware, entirely in software (including firmware, resident software, micro-code, etc.) or in a combination of hardware and software. The above hardware or software may be referred to as "data block," module, "" engine, "" unit, "" component, "or" system. Furthermore, aspects of the present application may be represented as a computer product, including computer readable program code, embodied in one or more computer readable media.
The computer storage medium may comprise a propagated data signal with the computer program code embodied therewith, for example, on baseband or as part of a carrier wave. The propagated signal may take any of a variety of forms, including electromagnetic, optical, etc., or any suitable combination. A computer storage medium may be any computer-readable medium that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code located on a computer storage medium may be propagated over any suitable medium, including radio, cable, fiber optic cable, RF, or the like, or any combination of the preceding.
Computer program code required for the operation of various portions of the present application may be written in any one or more programming languages, including an object oriented programming language such as Java, Scala, Smalltalk, Eiffel, JADE, Emerald, C + +, C #, VB.NET, Python, and the like, a conventional programming language such as C, Visual Basic, Fortran 2003, Perl, COBOL 2002, PHP, ABAP, a dynamic programming language such as Python, Ruby, and Groovy, or other programming languages, and the like. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the latter scenario, the remote computer may be connected to the user's computer through any network format, such as a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet), or in a cloud computing environment, or as a service, such as a software as a service (SaaS).
Additionally, the order in which elements and sequences of the processes described herein are processed, the use of alphanumeric characters, or the use of other designations, is not intended to limit the order of the processes and methods described herein, unless explicitly claimed. While various presently contemplated embodiments of the invention have been discussed in the foregoing disclosure by way of example, it is to be understood that such detail is solely for that purpose and that the appended claims are not limited to the disclosed embodiments, but, on the contrary, are intended to cover all modifications and equivalent arrangements that are within the spirit and scope of the embodiments herein. For example, although the system components described above may be implemented by hardware devices, they may also be implemented by software-only solutions, such as installing the described system on an existing server or mobile device.
Similarly, it should be noted that in the preceding description of embodiments of the application, various features are sometimes grouped together in a single embodiment, figure, or description thereof for the purpose of streamlining the disclosure aiding in the understanding of one or more of the embodiments. This method of disclosure, however, is not intended to require more features than are expressly recited in the claims. Indeed, the embodiments may be characterized as having less than all of the features of a single embodiment disclosed above.
Numerals describing the number of components, attributes, etc. are used in some embodiments, it being understood that such numerals used in the description of the embodiments are modified in some instances by the use of the modifier "about", "approximately" or "substantially". Unless otherwise indicated, "about", "approximately" or "substantially" indicates that the number allows a variation of ± 20%. Accordingly, in some embodiments, the numerical parameters used in the specification and claims are approximations that may vary depending upon the desired properties of the individual embodiments. In some embodiments, the numerical parameter should take into account the specified significant digits and employ a general digit preserving approach. Notwithstanding that the numerical ranges and parameters setting forth the broad scope of the range are approximations, in the specific examples, such numerical values are set forth as precisely as possible within the scope of the application.
The entire contents of each patent, patent application publication, and other material cited in this application, such as articles, books, specifications, publications, documents, and the like, are hereby incorporated by reference into this application. Except where the application is filed in a manner inconsistent or contrary to the present disclosure, and except where the claim is filed in its broadest scope (whether present or later appended to the application) as well. It is noted that the descriptions, definitions and/or use of terms in this application shall control if they are inconsistent or contrary to the statements and/or uses of the present application in the material attached to this application.
Finally, it should be understood that the embodiments described herein are merely illustrative of the principles of the embodiments of the present application. Other variations are also possible within the scope of the present application. Thus, by way of example, and not limitation, alternative configurations of the embodiments of the present application can be viewed as being consistent with the teachings of the present application. Accordingly, the embodiments of the present application are not limited to only those embodiments explicitly described and depicted herein.

Claims (19)

1. A method of orthosis design, the method comprising:
acquiring a three-dimensional model containing a part to be corrected;
acquiring a standard reference image containing the part to be corrected;
based on the three-dimensional model and the standard reference image, orthosis design data is obtained.
2. The method of claim 1, further comprising:
based on the three-dimensional model of the part to be corrected and the orthosis design data, simulating stress data of one or more areas of the part to be corrected after wearing a orthosis;
and acquiring the corrected orthopedic device design data according to the stress data of one or more areas of the part to be corrected.
3. The method according to claim 1 or 2, characterized in that the method further comprises:
performing thickness processing based on the orthosis design data to obtain processed orthosis shell data;
storing the orthosis shell data at a user terminal or uploading to a server.
4. The method of claim 1, wherein the obtaining a three-dimensional model of a site to be corrected comprises:
and acquiring the three-dimensional model of the part to be corrected uploaded by the 3D shooting terminal.
5. The method of claim 1, wherein the obtaining a three-dimensional model of a site to be corrected comprises:
acquiring medical image data;
and processing the medical image data to obtain a three-dimensional model.
6. The method of claim 5, wherein the processing the medical image data to obtain a three-dimensional model comprises:
performing image segmentation on the medical image data to obtain a region of a part to be corrected;
extracting body surface data of a region of a part to be corrected in the medical image data;
and generating a grid based on the body surface data of the region of the part to be corrected to obtain a three-dimensional model.
7. The method of claim 1, wherein the standard reference image comprises a DR two-dimensional image.
8. The method of claim 1, wherein said obtaining orthosis design data based on the three-dimensional model and the standard reference image comprises:
comparing the three-dimensional model with the standard reference image;
orthosis design data resulting from editing the three-dimensional model based on the results of the standard reference image and/or the contrast is obtained.
9. The method of claim 8, wherein the orthosis design data comprises the result of processing the three-dimensional model to at least one of: mesh deformation, mesh smoothing, mesh subdivision and mesh clipping.
10. An orthosis design system, comprising a first acquisition module, a second acquisition module and a design data acquisition module; wherein:
the first acquisition module is used for acquiring a three-dimensional model containing a part to be corrected;
the second acquisition module is used for acquiring a standard reference image containing the part to be corrected;
and the design data acquisition module is used for acquiring orthosis design data based on the three-dimensional model and the standard reference image.
11. An orthosis design apparatus, characterized in that said apparatus comprises at least one processor and at least one memory device for storing instructions which, when executed by said at least one processor, carry out the method according to any one of claims 1 to 9.
12. A computer readable storage medium storing computer instructions which, when read by a computer, cause the computer to perform the method of any one of claims 1 to 9.
13. An orthosis design system comprising one or more terminal devices, one or more data acquisition devices, a cluster of data processing devices and a data interaction means, wherein:
the data acquisition equipment is used for acquiring medical image data, a three-dimensional model of the part to be corrected and/or a standard reference image of the part to be corrected;
the terminal equipment and the data interaction device have data interaction, and one or more of the terminal equipment is used for sending out an orthosis design request;
the data interaction device is used for sending the received orthosis design request to one or more data processing devices in the data processing device cluster based on a load balancing mechanism;
the data processing equipment cluster comprises more than one data processing equipment; wherein more than one data processing device is in signal connection with the one or more data acquisition devices and is adapted to perform the method according to any of claims 1-9 based on an orthosis design request to obtain orthosis design data.
14. The system of claim 13, wherein the terminal device is configured to interact data with the data interaction apparatus through a browser.
15. The system according to claim 13, wherein the data interaction apparatus includes a first-level load balancing device, a data interaction device cluster, and a second-level load balancing device;
the first-level load balancing equipment has data interaction with one or more terminal equipment and is used for sending data from the terminal equipment to one or more data interaction equipment in the data interaction equipment cluster based on a load balancing mechanism;
the data interaction device cluster comprises more than one data interaction device, wherein one or more data interaction devices are used for determining an orthosis design request based on data of the terminal device;
the second level load balancing device is in signal connection with the data interaction device cluster and is used for sending the received orthosis design request to one or more data processing devices in the data processing device cluster based on a load balancing mechanism.
16. The system of claim 13, wherein one or more of the terminal devices are used in conjunction with orthosis design.
17. A method of designing an orthotic device, comprising:
responding to an instruction for designing an orthosis for a target object, and acquiring a three-dimensional model of a part to be corrected of the target object, wherein the instruction for designing the orthosis for the target object is an instruction generated by a load balancing server according to a network access port request of a terminal at the load balancing server and establishing an orthosis designing task;
and acquiring a standard reference image of the part to be corrected of the target object, and generating an orthosis according to the standard reference image and the three-dimensional model.
18. A scoliosis orthosis design apparatus, comprising:
the model acquisition module is used for responding to an instruction for designing an orthosis for a target object and acquiring a three-dimensional model of a part to be corrected of the target object, wherein the instruction for designing the orthosis for the target object is an instruction generated by a load balancing server according to a network access port request of a terminal at the load balancing server and the establishment of a task of designing the orthosis;
and the orthosis generating module is used for acquiring a standard reference image of the part to be corrected of the target object and generating an orthosis according to the standard reference image and the three-dimensional model.
19. A server, characterized in that the server comprises:
one or more processors;
storage means for storing one or more programs;
when executed by the one or more processors, cause the one or more processors to implement an orthosis design method as set forth in claim 17.
CN201911342643.3A 2019-07-02 2019-12-23 Orthosis design method and system Pending CN111096835A (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
US16/829,208 US11576794B2 (en) 2019-07-02 2020-03-25 Systems and methods for orthosis design
US18/157,787 US11819427B2 (en) 2019-07-02 2023-01-20 Systems and methods for orthosis design

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN2019105906693 2019-07-02
CN201910590669.3A CN110327146A (en) 2019-07-02 2019-07-02 A kind of orthoses design method, device and server

Publications (1)

Publication Number Publication Date
CN111096835A true CN111096835A (en) 2020-05-05

Family

ID=68142931

Family Applications (2)

Application Number Title Priority Date Filing Date
CN201910590669.3A Withdrawn CN110327146A (en) 2019-07-02 2019-07-02 A kind of orthoses design method, device and server
CN201911342643.3A Pending CN111096835A (en) 2019-07-02 2019-12-23 Orthosis design method and system

Family Applications Before (1)

Application Number Title Priority Date Filing Date
CN201910590669.3A Withdrawn CN110327146A (en) 2019-07-02 2019-07-02 A kind of orthoses design method, device and server

Country Status (1)

Country Link
CN (2) CN110327146A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112137785A (en) * 2020-08-20 2020-12-29 西安交通大学 External orthopedic device and manufacturing method thereof
CN116205090A (en) * 2023-05-05 2023-06-02 合肥工业大学 Method and system for designing bare foot orthosis

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI768575B (en) 2020-12-03 2022-06-21 財團法人工業技術研究院 Three-dimensional image dynamic correction evaluation and auxiliary design method and system for orthotics
CN113520691B (en) * 2021-07-20 2022-11-25 邳州市鑫盛创业投资有限公司 Mold building mechanism of spinal correction treatment equipment
CN116264995A (en) * 2021-12-17 2023-06-20 深圳先进技术研究院 Personalized 3D modeling method and computer equipment for scoliosis orthopedic brace
CN114582498A (en) * 2022-05-09 2022-06-03 阿里健康科技(杭州)有限公司 Correction scheme generation method, display method, device and computer equipment

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1576939A1 (en) * 2004-03-17 2005-09-21 Ortholutions oHG Method and device for obtaining orthosis models
CN105260542A (en) * 2015-10-16 2016-01-20 李小兵 Manufacturing method and manufacturing system for alveolar bone molding instrument and alveolar bone molding instrument
CN105963005A (en) * 2016-04-25 2016-09-28 华南理工大学 Method for producing funnel chest correction plate
CN106214302A (en) * 2016-07-13 2016-12-14 广东康沃森医疗科技有限责任公司 A kind of preparation method of scoliosis orthopedic brace
CN106214307A (en) * 2016-08-12 2016-12-14 青岛尤尼科技有限公司 A kind of 3D printing preparation method of orthopaedics External distraction appliance
CN107133444A (en) * 2011-02-25 2017-09-05 科瑞恩公司 For the modeling method of the alignment of the rectificating surgery implant in the joint of patient, computing device and computer-readable recording medium
CN107330439A (en) * 2017-07-14 2017-11-07 腾讯科技(深圳)有限公司 A kind of determination method, client and the server of objects in images posture
US20180300445A1 (en) * 2013-07-26 2018-10-18 Aetrex Worldwide, Inc. Systems and methods for generating orthotic device models from user-based data capture
CN109558832A (en) * 2018-11-27 2019-04-02 广州市百果园信息技术有限公司 A kind of human body attitude detection method, device, equipment and storage medium
CN109887077A (en) * 2019-03-07 2019-06-14 百度在线网络技术(北京)有限公司 Method and apparatus for generating threedimensional model

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1576939A1 (en) * 2004-03-17 2005-09-21 Ortholutions oHG Method and device for obtaining orthosis models
CN107133444A (en) * 2011-02-25 2017-09-05 科瑞恩公司 For the modeling method of the alignment of the rectificating surgery implant in the joint of patient, computing device and computer-readable recording medium
US20180300445A1 (en) * 2013-07-26 2018-10-18 Aetrex Worldwide, Inc. Systems and methods for generating orthotic device models from user-based data capture
CN105260542A (en) * 2015-10-16 2016-01-20 李小兵 Manufacturing method and manufacturing system for alveolar bone molding instrument and alveolar bone molding instrument
CN105963005A (en) * 2016-04-25 2016-09-28 华南理工大学 Method for producing funnel chest correction plate
CN106214302A (en) * 2016-07-13 2016-12-14 广东康沃森医疗科技有限责任公司 A kind of preparation method of scoliosis orthopedic brace
CN106214307A (en) * 2016-08-12 2016-12-14 青岛尤尼科技有限公司 A kind of 3D printing preparation method of orthopaedics External distraction appliance
CN107330439A (en) * 2017-07-14 2017-11-07 腾讯科技(深圳)有限公司 A kind of determination method, client and the server of objects in images posture
CN109558832A (en) * 2018-11-27 2019-04-02 广州市百果园信息技术有限公司 A kind of human body attitude detection method, device, equipment and storage medium
CN109887077A (en) * 2019-03-07 2019-06-14 百度在线网络技术(北京)有限公司 Method and apparatus for generating threedimensional model

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112137785A (en) * 2020-08-20 2020-12-29 西安交通大学 External orthopedic device and manufacturing method thereof
CN112137785B (en) * 2020-08-20 2021-12-28 西安交通大学 External orthopedic device and manufacturing method thereof
CN116205090A (en) * 2023-05-05 2023-06-02 合肥工业大学 Method and system for designing bare foot orthosis

Also Published As

Publication number Publication date
CN110327146A (en) 2019-10-15

Similar Documents

Publication Publication Date Title
CN111096835A (en) Orthosis design method and system
Fuessinger et al. Planning of skull reconstruction based on a statistical shape model combined with geometric morphometrics
AU2022201602B2 (en) Method and system for designing and fabricating a customised device
US20170360578A1 (en) System and method for producing clinical models and prostheses
US11819427B2 (en) Systems and methods for orthosis design
KR20180059329A (en) X-ray image apparatus and method for obtaining medicalimage thereof
WO2017069231A1 (en) Method and system for predicting shape of human body after treatment
CN110766701B (en) Network model training method and device, and region division method and device
KR102522873B1 (en) Method for providing medical procedure result comparing service using 3-diementional face scan data
Zhang et al. An eFace-template method for efficiently generating patient-specific anatomically-detailed facial soft tissue FE models for craniomaxillofacial surgery simulation
CN110809451B (en) Transform determination for anatomically aligning fragments of fractured bone
CN115131487A (en) Medical image processing method, system, computer device and storage medium
US9031284B2 (en) Implant identification system and method
Huang et al. Patient-specific geometrical modeling of orthopedic structures with high efficiency and accuracy for finite element modeling and 3D printing
CN111128367A (en) Modeling and simulating method and system for eyes
KR102216022B1 (en) A Method and Apparatus for Modeling Average Orbital Shape in Head and Neck CT image by Using Statistical Shape Model
WO2023109635A1 (en) Personalized 3d modeling method for scoliosis orthopedic brace, and computer device
CN114943780A (en) Image reconstruction processing method and system and medical imaging equipment
US20190095579A1 (en) Biomechanical model generation for human or animal torsi
Pawar et al. PDE-constrained shape registration to characterize biological growth and morphogenesis from imaging data
KR102518493B1 (en) Electronic apparatus and method for detecting at least one cervical vertebrae point included in cervical vertebrae using artificial intelligence model in x-ray image including cervical vertebrae
US20210346173A1 (en) Methods and apparatuses for graphic processing in a visual display system for the planning and execution of fusion of the cervical spine
CN114255296B (en) CT image reconstruction method and device based on single X-ray image
US11963889B2 (en) System for designing and fabricating a customised device
GB2621847A (en) Implant generation system

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination