CN114093120A - Full-automatic medical imaging instrument for intelligent analysis and early warning based on neural network - Google Patents

Full-automatic medical imaging instrument for intelligent analysis and early warning based on neural network Download PDF

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Publication number
CN114093120A
CN114093120A CN202111328257.6A CN202111328257A CN114093120A CN 114093120 A CN114093120 A CN 114093120A CN 202111328257 A CN202111328257 A CN 202111328257A CN 114093120 A CN114093120 A CN 114093120A
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CN
China
Prior art keywords
wall
neural network
module
medical imaging
early warning
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Withdrawn
Application number
CN202111328257.6A
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Chinese (zh)
Inventor
周潇
钱乐旦
李毅
张永春
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Wenzhou University
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Wenzhou University
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Priority to CN202111328257.6A priority Critical patent/CN114093120A/en
Publication of CN114093120A publication Critical patent/CN114093120A/en
Withdrawn legal-status Critical Current

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    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02—Alarms for ensuring the safety of persons
    • G08B21/0202—Child monitoring systems using a transmitter-receiver system carried by the parent and the child
    • G08B21/0205—Specific application combined with child monitoring using a transmitter-receiver system
    • G08B21/0208—Combination with audio or video communication, e.g. combination with "baby phone" function
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B08—CLEANING
    • B08B—CLEANING IN GENERAL; PREVENTION OF FOULING IN GENERAL
    • B08B17/00—Methods preventing fouling
    • B08B17/02—Preventing deposition of fouling or of dust
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
    • F16M—FRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
    • F16M11/00—Stands or trestles as supports for apparatus or articles placed thereon Stands for scientific apparatus such as gravitational force meters
    • F16M11/02—Heads
    • F16M11/04—Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand
    • F16M11/06—Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand allowing pivoting
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
    • F16M—FRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
    • F16M11/00—Stands or trestles as supports for apparatus or articles placed thereon Stands for scientific apparatus such as gravitational force meters
    • F16M11/20—Undercarriages with or without wheels
    • F16M11/24—Undercarriages with or without wheels changeable in height or length of legs, also for transport only, e.g. by means of tubes screwed into each other
    • F16M11/26—Undercarriages with or without wheels changeable in height or length of legs, also for transport only, e.g. by means of tubes screwed into each other by telescoping, with or without folding
    • F16M11/28—Undercarriages for supports with one single telescoping pillar
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/01—Arrangements or apparatus for facilitating the optical investigation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/18—Status alarms
    • G08B21/24—Reminder alarms, e.g. anti-loss alarms
    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B5/00—Visible signalling systems, e.g. personal calling systems, remote indication of seats occupied
    • G08B5/22—Visible signalling systems, e.g. personal calling systems, remote indication of seats occupied using electric transmission; using electromagnetic transmission
    • G08B5/36—Visible signalling systems, e.g. personal calling systems, remote indication of seats occupied using electric transmission; using electromagnetic transmission using visible light sources
    • G08B5/38—Visible signalling systems, e.g. personal calling systems, remote indication of seats occupied using electric transmission; using electromagnetic transmission using visible light sources using flashing light
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/50—Constructional details
    • H04N23/55—Optical parts specially adapted for electronic image sensors; Mounting thereof
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00—Television systems
    • H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/01—Arrangements or apparatus for facilitating the optical investigation
    • G01N2021/0106—General arrangement of respective parts
    • G01N2021/0112—Apparatus in one mechanical, optical or electronic block
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/01—Arrangements or apparatus for facilitating the optical investigation
    • G01N2021/0106—General arrangement of respective parts
    • G01N2021/0118—Apparatus with remote processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]

Abstract

A full-automatic medical imaging instrument based on intelligent analysis and early warning of a neural network belongs to the technical field of medical equipment and aims to solve the problems that display equipment and keyboard input equipment which are matched with the existing full-automatic medical imaging instrument are exposed and easily infected with dust; the moving focusing of the existing medical imaging instrument is difficult to control the time distance of the measurement and the shooting of the extracted sample, so that the problem that the lens is damaged due to overlarge contact with the sample is easily caused; the invention connects the rotary table and the adjusting screw rod through the worm gear and the worm, and connects the display equipment and the movable supporting plate through the rotary table and the adjusting screw rod, thereby realizing the linkage control of the display equipment and the movable supporting plate, and isolating the display equipment and the instruction keyboard from the inner cavities of the portal frame and the mounting groove for dust prevention; meanwhile, the warning lamp of the image component warns the limit focusing moving distance of the camera, so that the lens of the camera is prevented from being extruded and damaged; the invention is convenient to maintain the control equipment, simple to operate, beneficial to the safe use of the camera, safe and reliable.

Description

Full-automatic medical imaging instrument for intelligent analysis and early warning based on neural network
Technical Field
The invention relates to the technical field of medical equipment, in particular to a full-automatic medical imaging instrument for intelligent analysis and early warning based on a neural network.
Background
The imager is also called an image measuring instrument, an image type precision surveying instrument and an optical measuring instrument. The method is a qualitative leap on the basis of a measuring projector, and the industrial metering mode is improved from the traditional optical projection alignment to the computer screen measurement generated by relying on a digital image era. The image measuring instrument can be classified into a full-automatic image measuring instrument (also known as a CNC image measuring instrument) and a manual image measuring instrument. The imager uses non-contact measurement as the main measurement mode, and through the accumulation of long-term technical experience, the automatic imager gradually extends in function, and the instrument for measuring two-dimensional and three-dimensional geometric dimensions appears in cooperation with the use of a probe and a laser set, and is called as a 2.5D imager in the industry.
The full-automatic medical imaging instrument is used by matching with display equipment and keyboard input equipment. However, most of the display devices and keyboard input devices of the existing fully-automatic medical imaging instruments are exposed and simply placed beside the imaging devices, a large amount of dust is attached in the using process and needs to be cleaned regularly, otherwise the dust affects the use of the equipment and is troublesome; moreover, the existing fully automatic medical imaging instrument needs to move and focus when measuring and photographing an extracted sample, even needs to be close to a target sample, but the distance between the lens and the sample cannot be effectively controlled in the moving and closing process, so that the lens and the sample are easily damaged due to overlarge contact.
Therefore, a fully-automatic medical imaging instrument based on intelligent analysis and early warning of a neural network is provided.
Disclosure of Invention
The invention aims to provide a full-automatic medical imaging instrument for intelligent analysis and early warning based on a neural network, and aims to solve the problems that display equipment and keyboard input equipment which are matched with the existing full-automatic medical imaging instrument are exposed and placed, so that dust is easily attached to the display equipment and the keyboard input equipment to influence the use of the display equipment and the keyboard input equipment, and the existing full-automatic medical imaging instrument is difficult to control the moving focusing of the existing full-automatic medical imaging instrument when measuring the photographing time distance of an extracted sample, so that a lens is easily damaged due to overlarge contact with the sample.
In order to achieve the purpose, the invention provides the following technical scheme: a full-automatic medical imaging instrument based on intelligent analysis and early warning of a neural network comprises a machine base and a fixed base arranged on one side of the upper end of the machine base, wherein a supporting column is arranged on the outer wall of a back plate of the fixed base, an image assembly is installed at the top of the supporting column and is suspended above the fixed base, a portal frame is arranged at the top of the machine base adjacent to the fixed base, a fold tarpaulin is arranged on the outer wall of the back plate of the portal frame, a rotating table is arranged at the upper end of the machine base opposite to a top plate of the portal frame, a fixed column is arranged at the upper end of the rotating table, imaging equipment is fixedly connected to the top of the fixed column and is suspended in an inner cavity of the portal frame, a mounting groove is formed in the side wall of the machine base corresponding to the portal frame, a movable supporting plate is movably clamped in the mounting groove, an instruction keyboard is arranged at the upper end of the movable supporting plate and is electrically connected with the imaging equipment through a lead wire, and an adjusting lead screw is arranged on the outer wall of one side, close to the movable supporting plate, which is close to the imaging equipment, the outer wall of the tail end of the adjusting screw rod is provided with a worm wheel, the outer wall of one side of the worm wheel is connected with a worm in a meshed mode, the top end of the worm penetrates through the top plate of the machine base and is connected with the bottom of the rotating table, the lower end of the worm penetrates and extends to the bottom of the machine base, and the tail end of the worm is connected with the output end of the motor.
Furthermore, the upper end of the fixed seat is uniformly provided with a limiting sliding groove, the limiting sliding groove is movably clamped with the first movable plate, clamping plates are respectively arranged at the edges of the two sides of the upper end of the first movable plate, the side walls of the clamping plates are movably clamped with the second movable plate, the upper end of the second movable plate is provided with a piece of carrying glass, the first movable plate and the second movable plate are both pushed to translate through piston rod pieces arranged on the side walls, and the translation directions of the first movable plate and the second movable plate are perpendicular to each other.
Further, the image subassembly includes fixed connection in the casing at support post top, casing roof lower extreme is provided with hydraulic lifting rod, hydraulic lifting rod bottom runs through and extends to chassis bottom, its terminal fixedly connected with camera, be provided with the jib through the dead lever on the hydraulic lifting rod both sides outer wall of the adjacent department in camera upper end, the lower extreme swing joint of jib is in the upper end both sides of measuring the ring, measure the ring suspension in the below of camera and rather than coaxial setting, the top of jib extends to the casing inner chamber, its top fixedly connected with installation hanger plate, the terminal bottom of installation hanger plate is provided with first contact respectively, adjacent first contact is connected through the wire.
Further, the casing lower extreme both sides are provided with the fixed plate, and the fixed plate sets up about hydraulic lifter bilateral symmetry, and is close to bottom department on the relative lateral wall of fixed plate and sets up the pivot, the terminal fixedly connected with holder of pivot, the holder include with pivot fixedly connected with installation piece, the installation piece is kept away from on the outer wall of pivot one side the gomphosis install the elasticity packing ring, be provided with the support on the lower extreme inner wall respectively in elasticity packing ring port department, the ball has been cup jointed in the activity on the axostylus axostyle outer wall between the support lateral wall.
Further, the ball is kept away from evenly to be provided with spacing protruding thorn on the outer wall of installation piece one side, and the ball is kept away from and is provided with swing joint spare on the outer wall of one side of spacing protruding thorn, and swing joint spare links to each other with the one end activity of electric telescopic push rod, and electric telescopic push rod's other end fixed connection is on the inner wall of installation piece, and the elastic washer inner wall setting is pressed close to in the junction of electric telescopic push rod and ball.
Furthermore, a mounting seat is arranged on the inner wall of the shell at the position adjacent to the lower end of the first contact, a second contact is arranged on the outer wall of one side of the mounting seat corresponding to the first contact through a connecting spring, the second contact is suspended below the first contact in a pressing mode, and the second contact is electrically connected with a warning lamp arranged on the outer wall of the shell through a lead.
Furthermore, when the first contact and the second contact are attached and contacted, the connecting spring is in a compressed state, the lower end of the camera is arranged in parallel with the end opening of the bottom of the measuring ring, a series circuit is formed among the warning lamp, the first contact and the second contact, and the warning lamp emits light.
Furthermore, four corners of the back plate of the door type frame are respectively provided with a guide rod, the guide rods penetrate through the four corners of the pleated tarpaulin and are arranged, the outer wall of the guide rods outside the pleated tarpaulin is wound with an elastic component, and when the elastic component is in a normal relaxation state, the elastic component pushes the pleated tarpaulin to be attached to the outer wall of the back plate of the door type frame.
Further, when the movable supporting plate is completely accommodated in the inner cavity of the installation groove, the display screen of the development equipment is arranged towards the folded tarpaulin, and the backboard of the development equipment blocks the port of the door-shaped frame.
Furthermore, an analysis early warning system is arranged in the display equipment, the analysis early warning system comprises an MCU module for controlling the equipment to operate, a storage module and a power supply module, the storage module is electrically connected with the MCU module and is used for storing image data shot by the image component, and the power supply module provides energy for the equipment to operate; the MCU module is also electrically connected with a data processing module which is used for arranging the image data received by the MCU module; the data processing module is electrically connected with the image feature extraction module and is used for capturing abnormal feature data of the image data; the image characteristic extraction module is electrically connected with the neural network analysis module, and is used for carrying out big data analysis on the extracted abnormal data by combining with image data through a neural network technology, and carrying out research analysis on the illness state of the patient to give a diagnosis; and the neural network analysis module is electrically connected with a display module for displaying image data and an alarm module for alarming when the patient has serious illness.
Compared with the prior art, the invention has the following beneficial effects:
1. the invention provides a full-automatic medical imaging instrument based on intelligent analysis and early warning of a neural network, wherein a portal frame is arranged at the top of a machine base at the adjacent position of a fixed seat, a fold tarpaulin is arranged on the outer wall of a back plate of the portal frame, a rotary table is arranged at the upper end of the machine base opposite to a top plate of the portal frame, a developing device is arranged at the upper end of the rotary table through a fixed column, the developing device is suspended in the inner cavity of the portal frame, a mounting groove is formed in the side wall of the machine base corresponding to the portal frame and movably clamped with a movable supporting plate, an instruction keyboard is arranged at the upper end of the movable supporting plate and electrically connected with the developing device through a lead wire, an adjusting lead screw is arranged on the outer wall of one side, close to the developing device, of the movable supporting plate in a penetrating manner, a turbine is arranged on the outer wall of the tail end of the adjusting lead screw, a worm is connected with the outer wall of one side of the turbine in a meshing manner, the top end of the worm penetrates through the top plate of the machine base and is connected with the bottom of the rotary table, the lower end of the worm extends to the bottom of the machine base, the tail end of the rotary table is connected with the output end of the motor, the motor is started to drive the rotary table to rotate clockwise after the development equipment is used up, the rotary table drives the development equipment to rotate clockwise through the fixed column until the display screen of the development equipment is parallel to the folded tarpaulin, the port of the portal frame is blocked by the backboard of the development equipment, the portal frame and the folded tarpaulin are used for preventing dust and isolating the display screen on the development equipment, when the development equipment is rotated and stored, the worm at the bottom of the rotary table is meshed with the turbine to drive the adjusting screw rod to rotate synchronously, the adjusting screw rod is meshed with the moving support plate to drive the moving support plate to carry the instruction keyboard to automatically slide and store in the inner cavity of the mounting groove, the instruction keyboard is prevented from dust and isolated, otherwise, when the motor rotates anticlockwise, the display screen of the development equipment is exposed at the port of the portal frame, the moving support plate carries the instruction keyboard to automatically slide out of the mounting groove for use, thereby realizing the dustproof isolation of the display screen and the instruction keyboard of the development equipment, and the synchronous automatic unfolding and storage operation of the two is realized, and the device is convenient and practical.
2. The invention provides a full-automatic medical imaging instrument for intelligent analysis and early warning based on a neural network.A display device is internally provided with an analysis and early warning system, the analysis and early warning system comprises an MCU module for controlling the operation of the device, a storage module and a power supply module, the storage module is electrically connected with the MCU module, the MCU module is also electrically connected with a data processing module, and the data processing module is electrically connected with an image characteristic extraction module and is used for capturing abnormal characteristic data of image data; the image characteristic extraction module is electrically connected with the neural network analysis module, the neural network analysis module is electrically connected with a display module for displaying image data and an alarm module for warning the sound when the patient's disease condition is serious, the MCU module receives the image data of the patient sample shot by the camera and transmits the image data to the data processing module for processing, the data processing module transmits the image data to the image characteristic extraction module after processing, the image characteristic extraction module utilizes worm technology to perform characteristic capture on abnormal data in the image data, then the image characteristic extraction module transmits the abnormal characteristic data and the image data to the neural network analysis module, the neural network analysis module performs big data analysis on the extracted abnormal data by combining with the image data based on the neural network technology, performs big data comparison analysis on the patient's disease condition to give a diagnosis result, and displays the diagnosis analysis while displaying the image data on a display screen of a display device, the system is used for reference analysis of a diagnosing doctor, and meanwhile, when the patient is diagnosed and judged to be serious, the alarm module is immediately controlled to give an alarm to warn the doctor, so that the doctor is reminded to grasp the time to research and analyze the state of the patient, and the patient can be timely and quickly treated.
3. The invention provides a full-automatic medical imaging instrument based on intelligent analysis and early warning of a neural network, wherein a casing is arranged at the top of a supporting column, a hydraulic lifting rod is arranged at the lower end of a top plate of the casing, the bottom of the hydraulic lifting rod penetrates and extends to the bottom of the casing, the tail end of the hydraulic lifting rod is fixedly connected with a camera, suspenders are arranged on the outer walls of two sides of the hydraulic lifting rod adjacent to the upper end of the camera through fixed rods, the lower end of each suspender is movably connected with two sides of the upper end of a measuring ring, the top end of each suspender extends to the inner cavity of the casing, a hanging plate is fixedly connected to the top of the suspender, first contacts are respectively arranged at the bottom of the tail end of the hanging plate, the adjacent first contacts are connected through a lead, a mounting seat is arranged on the inner wall of the casing adjacent to the lower end of each first contact, a second contact is arranged on the outer wall of one side, corresponding to the first contact, the second contact is suspended below the first contact, and the second contact is electrically connected with a warning lamp arranged on the outer wall of the casing through a lead, when the camera of its bottom of hydraulic lifting rod extension drive is pressed close to and is carried thing glass upper end and draw the sample, the bottom of measuring the ring is laminated with the sample earlier, along with the extension of hydraulic lifting rod, the jib removes along with the extension of hydraulic lifting rod lower part under the fixed of dead lever, make the installation hanger plate at its top move down and press close to the second contact, the first contact of final drive and second contact are to the laminating, the circuit of warning light on the intercommunication casing outer wall, the scintillation that utilizes the warning light reports to the police, remind the staff in time to stop hydraulic lifting rod and continue the extension, in order to avoid the bottom port of camera to exceed the measuring ring to carry out excessive contact with the sample, thereby avoid the sample to cause the extrusion damage to camera bottom camera lens, improve the safety in utilization of camera.
Drawings
FIG. 1 is a schematic diagram of the overall structure of a fully automatic medical imaging apparatus for intelligent analysis and early warning based on a neural network according to the present invention;
FIG. 2 is a schematic structural diagram of a development device of a full-automatic medical imaging instrument based on intelligent analysis and early warning of a neural network in a semi-extended state of a movable supporting plate;
FIG. 3 is a schematic structural diagram of a display device of a fully automatic medical imaging instrument based on intelligent analysis and early warning of a neural network in a fully extended state of a movable supporting plate;
FIG. 4 is an enlarged schematic structural diagram of the part A in FIG. 3 of the fully automatic medical imaging apparatus for intelligent analysis and early warning based on neural network according to the present invention;
FIG. 5 is a schematic view of an installation structure of a movable supporting plate and a rotating table of the full-automatic medical imaging instrument based on intelligent analysis and early warning of a neural network;
FIG. 6 is a diagram of the construction of an analysis and pre-warning system of the imaging device of the fully automatic medical imaging instrument based on intelligent analysis and pre-warning of the neural network according to the present invention;
FIG. 7 is a schematic diagram of an image component structure of a fully automatic medical imaging apparatus for intelligent analysis and early warning based on a neural network according to the present invention;
FIG. 8 is a schematic view of the internal structure of the housing of the fully automatic medical imaging device for intelligent analysis and early warning based on neural network according to the present invention;
FIG. 9 is a schematic view of a clamping member structure of the full-automatic medical imaging apparatus for intelligent analysis and early warning based on neural network according to the present invention;
fig. 10 is an enlarged structural diagram of a portion B in fig. 9 of the fully automatic medical imaging apparatus for intelligent analysis and early warning based on a neural network according to the present invention.
In the figure: 1. a machine base; 2. a fixed seat; 3. a support pillar; 4. an image component; 41. a housing; 42. a hydraulic lifting rod; 43. a camera; 44. fixing the rod; 45. a boom; 46. a measuring ring; 47. installing a hanging plate; 48. a first contact; 49. a fixing plate; 410. a rotating shaft; 411. a clamping member; 4111. mounting blocks; 4112. an elastic washer; 4113. a support; 4114. a ball bearing; 4115. limiting convex thorns; 4116. a movable connecting piece; 4117. an electric telescopic push rod; 412. a mounting seat; 413. a connecting spring; 414. a second contact; 415. a warning light; 5. a gantry frame; 6. folding the tarpaulin; 7. a rotating table; 8. fixing a column; 9. a developing device; 91. analyzing an early warning system; 911. an MCU module; 912. a storage module; 913. a power supply module; 914. a data processing module; 915. an image feature extraction module; 916. a neural network analysis module; 917. a display module; 918. an alarm module; 10. mounting grooves; 11. moving the supporting plate; 12. an instruction keyboard; 13. adjusting the screw rod; 14. a turbine; 15. a worm; 16. a limiting chute; 17. a first moving plate; 18. clamping a plate; 19. a second moving plate; 20. carrying glass; 21. a piston rod; 22. a guide bar; 23. an elastic member.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In order to solve the problem that the display device and the keyboard input device which are used together with the existing full-automatic medical imaging instrument are exposed and easily stained with dust to affect the use, please refer to fig. 1-5, the following preferred technical scheme is provided:
a full-automatic medical imaging instrument based on intelligent analysis and early warning of a neural network comprises a machine base 1 and a fixed seat 2 arranged on one side of the upper end of the machine base 1, wherein a supporting column 3 is arranged on the outer wall of a back plate of the fixed seat 2, an image component 4 is installed at the top of the supporting column 3, the image component 4 is suspended above the fixed seat 2, a door-shaped frame 5 is arranged at the top of the machine base 1 adjacent to the fixed seat 2, a folded tarpaulin 6 is arranged on the outer wall of the back plate of the door-shaped frame 5, a rotating table 7 is arranged at the upper end of the machine base 1 opposite to the top plate of the door-shaped frame 5, a fixed column 8 is arranged at the upper end of the rotating table 7, a developing device 9 is fixedly connected to the top of the fixed column 8, the developing device 9 is suspended in the inner cavity of the door-shaped frame 5, an installation groove 10 is formed in the side wall of the machine base 1 corresponding to the door-shaped frame 5, a movable clamping support plate 11 in the installation groove 10, and an instruction keyboard 12 is arranged at the upper end of the movable support plate 11, the instruction keyboard 12 is electrically connected with the display device 9 through a wire, an adjusting screw rod 13 penetrates through the outer wall of the movable supporting plate 11 close to one side of the display device 9, a worm wheel 14 is arranged on the outer wall of the tail end of the adjusting screw rod 13, a worm 15 is connected to the outer wall of one side of the worm wheel 14 in a meshed mode, the top end of the worm 15 penetrates through the top plate of the base 1 and is connected with the bottom of the rotating table 7, the lower end of the worm 15 penetrates and extends to the bottom of the base 1, the tail end of the worm is connected with the output end of the motor, and the motor is of a forward and reverse rotating structure.
Four corners of the back plate of the door-shaped frame 5 are respectively provided with a guide rod 22, the guide rods 22 penetrate through four corners of the pleated tarpaulin 6, an elastic component 23 is wound on the outer wall of the guide rod 22 outside the pleated tarpaulin 6, and when the elastic component 23 is in a normal relaxation state, the elastic component 23 pushes the pleated tarpaulin 6 to be attached to the outer wall of the back plate of the door-shaped frame 5.
When the movable supporting plate 11 is completely accommodated in the inner cavity of the mounting groove 10, the display screen of the imaging device 9 is arranged towards the folded tarpaulin 6, and the backboard of the imaging device 9 blocks the port of the door-shaped frame 5.
Specifically, after the development equipment 9 is used up, a motor is started to drive a rotary table 7 to rotate clockwise, the rotary table 7 drives the development equipment 9 to rotate clockwise through a fixed column 8 until a display screen of the development equipment is parallel to a folded tarpaulin 6, a back plate of the development equipment 9 seals a port of a door-shaped frame 5, the display screen on the development equipment 9 is isolated in a dustproof mode through the back plate of the development equipment 9, the door-shaped frame 5 and the folded tarpaulin 6, a worm 15 at the bottom of the rotary table 7 is meshed with a turbine 14 to drive an adjusting screw 13 to rotate synchronously when the development equipment 9 is rotatably stored, the adjusting screw 13 is meshed with a movable supporting plate 11 to drive the movable supporting plate 11 to carry an instruction keyboard 12 to automatically slide and store in an inner cavity of a mounting groove 10, the instruction keyboard 12 is isolated in a dustproof mode, otherwise, when the motor rotates anticlockwise, the display screen of the development equipment 9 is exposed at the port of the door-shaped frame 5, the movable supporting plate 11 carries the instruction keyboard 12 to automatically slide out of the mounting groove 10 for use, not only the dustproof isolation of the display screen of the display device 9 and the instruction keyboard 12 is realized, but also the synchronous automatic expansion and storage operation between the display screen and the instruction keyboard are realized, and the device is convenient and practical.
In order to improve the efficiency of the study of the imaging device 9 for displaying the image data of the sample taken from the patient, as shown in fig. 6, the following preferred technical solutions are provided:
an analysis early warning system 91 is arranged in the development device 9, the analysis early warning system 91 comprises an MCU module 911 for controlling the operation of the device, a storage module 912 electrically connected with the MCU module 911, and a power module 913, the storage module 912 is used for storing image data shot by the image component 4, and the power module 913 provides energy for the operation of the device; the MCU module 911 is further electrically connected to a data processing module 914, which is used for sorting the image data received by the MCU module 911; the data processing module 914 is electrically connected to the image feature extraction module 915, and is configured to capture abnormal feature data of the image data; the image feature extraction module 915 is electrically connected with a neural network analysis module 916, and performs big data analysis on the extracted abnormal data by combining with image data through a neural network technology, and performs research analysis on the illness state of the patient to give a diagnosis; the neural network analysis module 916 is electrically connected to a display module 917 for displaying image data and an alarm module 918 for alarming when the patient is seriously ill.
Specifically, the MCU module 911 receives image data of a patient sample captured by the camera 43 and transmits the image data to the data processing module 914 for processing, the data processing module 914 transmits the image data to the image feature extraction module 915 after processing, the image feature extraction module 915 captures features of abnormal data in the image data by using worm technology, the image feature extraction module 915 transmits the abnormal feature data and the image data to the neural network analysis module 916, the neural network analysis module 916 performs big data analysis on the extracted abnormal data in combination with image data based on the neural network technology, performs big data comparison analysis on the patient's condition to give a diagnosis result, displays the diagnosis analysis while displaying the image data on the display screen of the display device 9 for reference analysis by a diagnostician, and immediately controls the alarm module 918 to alarm when the diagnosis determines that the patient is in a serious condition, the early warning is carried out on the doctor, the doctor is reminded to grasp the time to carry out research and analysis on the state of the patient, so that the patient can be timely and quickly treated correctly.
In order to solve the problems that the moving focusing of the existing fully automatic medical imaging instrument is difficult to control the time distance for measuring and photographing a sample, and the lens is easily damaged due to too large contact with the sample, please refer to fig. 1-3 and fig. 7-8, the following preferred technical solutions are provided:
the upper end of the fixed seat 2 is uniformly provided with a limiting sliding groove 16, the limiting sliding groove 16 is movably clamped with a first movable plate 17, clamping plates 18 are respectively arranged at two side edges of the upper end of the first movable plate 17, a second movable plate 19 is movably clamped between side walls of the clamping plates 18, a carrying glass 20 is arranged at the upper end of the second movable plate 19, the first movable plate 17 and the second movable plate 19 are both pushed to translate through piston rods 21 arranged on the side walls, and the translation directions of the first movable plate 17 and the second movable plate 19 are perpendicular to each other.
The image component 4 comprises a casing 41 fixedly connected to the top of the supporting column 3, a hydraulic lifting rod 42 is arranged at the lower end of the top plate of the casing 41, the bottom of the hydraulic lifting rod 42 penetrates through and extends to the bottom of the casing 41, a camera 43 is fixedly connected to the tail end of the hydraulic lifting rod 43, a hanging rod 45 is arranged on the outer walls of two sides of the hydraulic lifting rod 42 at the adjacent position of the upper end of the camera 43 through a fixing rod 44, the lower end of the hanging rod 45 is movably connected to two sides of the upper end of a measuring ring 46, the measuring ring 46 is suspended below the camera 43 and is coaxially arranged with the camera 43, the top end of the hanging rod 45 extends to the inner cavity of the casing 41, an installation hanging plate 47 is fixedly connected to the top of the casing, first contacts 48 are respectively arranged at the bottom of the tail end of the installation hanging plate 47, and the adjacent first contacts 48 are connected through conducting wires.
An installation seat 412 is arranged on the inner wall of the casing 41 adjacent to the lower end of the first contact 48, a second contact 414 is arranged on the outer wall of one side of the installation seat 412 corresponding to the first contact 48 through a connecting spring 413, the second contact 414 is suspended below the first contact 48, and the second contact 414 is electrically connected with a warning lamp 415 arranged on the outer wall of the casing 41 through a lead.
When the first contact 48 and the second contact 414 are in contact with each other, the connection spring 413 is in a compressed state, the lower end of the camera 43 is flush with the bottom port of the measurement ring 46, a series circuit is formed between the warning lamp 415 and the first contact 48 and the second contact 414, and the warning lamp 415 emits light.
Specifically, when the hydraulic lifting rod 42 extends to drive the camera 43 at the bottom of the hydraulic lifting rod to be close to the upper end of the loading glass 20 to extract a sample, the bottom of the measuring ring 46 is firstly attached to the sample, along with the extension of the hydraulic lifting rod 42, the suspender 45 moves along with the extension of the lower part of the hydraulic lifting rod 42 under the fixation of the fixing rod 44, so that the mounting hanger plate 47 at the top of the hydraulic lifting rod moves down to be close to the second contact 414, finally the first contact 48 and the second contact 414 are driven to be attached, the circuit of the warning lamp 415 on the outer wall of the shell 41 is communicated, the alarm is given by the flashing of the warning lamp 415, the worker is reminded to timely prevent the hydraulic lifting rod 42 from continuing to extend, so that the bottom end of the camera 43 is prevented from exceeding the bottom port of the measuring ring 46 and is in excessive contact with the sample, thereby avoiding the sample from causing extrusion damage to the bottom lens of the camera 43, and improving the use safety of the camera 43.
In order to realize automatic inversion of the extracted samples, so that the camera 43 can shoot the extracted samples from different angles, thereby obtaining an omnidirectional image data, as shown in fig. 7, 9 and 10, the following preferred technical solutions are provided:
casing 41 lower extreme both sides are provided with fixed plate 49, fixed plate 49 sets up about hydraulic lifting rod 42 bilateral symmetry, and be close to bottom department on the relative lateral wall of fixed plate 49 and set up pivot 410, pivot 410 end fixedly connected with holder 411, holder 411 include with pivot 410 fixedly connected with installation piece 4111, elastic gasket 4112 is installed to the gomphosis on the outer wall of pivot 410 one side is kept away from to installation piece 4111, be provided with respectively on the upper and lower extreme inner wall in elastic gasket 4112 port department, ball 4114 has been cup jointed in the activity on the axostylus axostyle outer wall between the support 4113 lateral wall.
Ball 4114 is kept away from evenly being provided with spacing spur 4115 on the outer wall of installation piece 4111 one side, and ball 4114 is provided with movable connecting piece 4116 on keeping away from one side outer wall of spacing spur 4115, movable connecting piece 4116 links to each other with the one end activity of electric telescopic push rod 4117, the other end fixed connection of electric telescopic push rod 4117 is on installation piece 4111's inner wall, and elastic washer 4112 inner wall setting is pressed close to in electric telescopic push rod 4117 and ball 4114's junction.
Specifically, to draw the sample to place on carrying thing glass 20, and arrange the camera 43 in under, spring washer 4112 carries out the centre gripping to the both sides of sample, start its extension of electronic flexible push rod 4117 control after that, electronic flexible push rod 4117 extends and drives ball 4114 through movable connecting piece 4116 and deflect on support 4113 axostylus axostyle outer wall, make spacing spur 4115 and the inseparable lock of sample on its outer wall after ball 4114 deflects, it is rotatory to start motor drive pivot 410 on the fixed plate 49 outer wall after that, pivot 410 drive installation piece 4111 and spring washer 4112 carry out autogiration to the sample of centre gripping, so that camera 43 shoots the sample from different angles to drawing the sample.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.

Claims (10)

1. Full-automatic medical imaging appearance of intelligent analysis early warning based on neural network includes frame (1) and sets up in fixing base (2) of frame (1) upper end one side, is provided with support column (3), its characterized in that on the backplate outer wall of fixing base (2): the top of the supporting column (3) is provided with an image component (4), the image component (4) is suspended above the fixed seat (2), the top of the machine base (1) at the adjacent position of the fixed seat (2) is provided with a door-shaped frame (5), the outer wall of the back plate of the door-shaped frame (5) is provided with a fold tarpaulin (6), the upper end of the machine base (1) opposite to the top plate of the door-shaped frame (5) is provided with a rotating table (7), the upper end of the rotating table (7) is provided with a fixed column (8), the top of the fixed column (8) is fixedly connected with a developing device (9), the developing device (9) is suspended in the inner cavity of the door-shaped frame (5), the side wall of the machine base (1) corresponding to the door-shaped frame (5) is provided with a mounting groove (10), a movable supporting plate (11) is clamped in the mounting groove (10), an instruction keyboard (12) is placed at the upper end of the movable supporting plate (11), the instruction keyboard (12) is electrically connected with the developing device (9) through a lead wire, and an adjusting screw rod (13) penetrates through the outer wall of one side, close to the developing equipment (9), of the movable supporting plate (11), a worm wheel (14) is arranged on the outer wall of the tail end of the adjusting screw rod (13), a worm (15) is connected to the outer wall of one side of the worm wheel (14) in a meshed mode, the top end of the worm (15) penetrates through the top plate of the machine base (1) and is connected with the bottom of the rotating table (7), the lower end of the worm (15) penetrates through and extends to the bottom of the machine base (1), and the tail end of the worm is connected with the output end of the motor.
2. The fully-automatic medical imaging instrument for intelligent analysis and early warning based on neural network as claimed in claim 1, wherein: the upper end of the fixed seat (2) is uniformly provided with limiting sliding grooves (16), the limiting sliding grooves (16) are movably clamped with a first movable plate (17), clamping plates (18) are respectively arranged at two side edges of the upper end of the first movable plate (17), a second movable plate (19) is movably clamped between side walls of the clamping plates (18), the upper end of the second movable plate (19) is provided with a piece of carrying glass (20), the first movable plate (17) and the second movable plate (19) are both pushed to translate through piston rod pieces (21) arranged on the side walls, and the translation directions of the first movable plate (17) and the second movable plate (19) are perpendicular to each other.
3. The fully-automatic medical imaging instrument for intelligent analysis and early warning based on neural network as claimed in claim 2, wherein: the image component (4) comprises a casing (41) fixedly connected with the top of the supporting column (3), a hydraulic lifting rod (42) is arranged at the lower end of the top plate of the casing (41), the bottom of the hydraulic lifting rod (42) extends to the bottom of the casing (41) in a penetrating way, the tail end of the measuring device is fixedly connected with a camera (43), the outer walls of two sides of a hydraulic lifting rod (42) at the adjacent position of the upper end of the camera (43) are provided with a suspension rod (45) through a fixing rod (44), the lower end of the suspension rod (45) is movably connected with two sides of the upper end of a measuring ring (46), the measuring ring (46) is suspended below the camera (43) and is coaxially arranged with the camera, the top end of the suspension rod (45) extends to the inner cavity of the shell (41), the top of the connecting device is fixedly connected with a mounting hanging plate (47), the bottom of the tail end of the mounting hanging plate (47) is respectively provided with a first contact (48), and the adjacent first contacts (48) are connected through a lead.
4. The fully automatic medical imaging instrument for intelligent analysis and early warning based on neural network as claimed in claim 3, wherein: casing (41) lower extreme both sides are provided with fixed plate (49), fixed plate (49) set up about hydraulic lifter (42) bilateral symmetry, and be close to bottom department on the relative lateral wall of fixed plate (49) and set up pivot (410), pivot (410) terminal fixedly connected with holder (411), holder (411) include with pivot (410) fixedly connected with installation piece (4111), install spring washer (4112) on the outer wall of pivot (410) one side is kept away from in installation piece (4111) the gomphosis, be provided with support (4113) on the upper and lower end inner wall of spring washer (4112) port department respectively, ball (4114) have been cup jointed in the activity on the axostylus axostyle outer wall between support (4113) lateral wall.
5. The fully-automatic medical imaging instrument for intelligent analysis and early warning based on neural network as claimed in claim 4, wherein: ball (4114) are kept away from and evenly are provided with spacing spur (4115) on the outer wall of installation piece (4111) one side, and ball (4114) are kept away from and are provided with movable connecting piece (4116) on the outer wall of one side of spacing spur (4115), movable connecting piece (4116) links to each other with the one end activity of electric telescopic push rod (4117), the other end fixed connection of electric telescopic push rod (4117) is on the inner wall of installation piece (4111), and elastic washer (4112) inner wall setting is pressed close to in electric telescopic push rod (4117) and the junction of ball (4114).
6. The fully-automatic medical imaging instrument for intelligent analysis and early warning based on neural network as claimed in claim 5, wherein: an installation seat (412) is arranged on the inner wall of the shell (41) at the position adjacent to the lower end of the first contact (48), a second contact (414) is arranged on the outer wall of one side, corresponding to the first contact (48), of the installation seat (412) through a connecting spring (413), the second contact (414) is suspended below the first contact (48) in a pressing mode, and the second contact (414) is electrically connected with a warning lamp (415) arranged on the outer wall of the shell (41) through a lead.
7. The fully-automatic medical imaging instrument for intelligent analysis and early warning based on neural network as claimed in claim 6, wherein: when the first contact (48) is attached to and contacted with the second contact (414), the connecting spring (413) is in a compressed state, the lower end of the camera (43) is arranged in parallel with the bottom port of the measuring ring (46), a series circuit is formed among the warning lamp (415), the first contact (48) and the second contact (414), and the warning lamp (415) emits light.
8. The fully-automatic medical imaging instrument for intelligent analysis and early warning based on neural network as claimed in claim 7, wherein: the four corners of the back plate of the door-shaped frame (5) are respectively provided with guide rods (22), the guide rods (22) penetrate through the four corners of the pleated tarpaulin (6), the outer wall of the guide rods (22) on the outer side of the pleated tarpaulin (6) is wound with elastic parts (23), and when the elastic parts (23) are in a normal relaxation state, the elastic parts (23) push the pleated tarpaulin (6) to be attached to the outer wall of the back plate of the door-shaped frame (5).
9. The fully-automatic medical imaging instrument for intelligent analysis and early warning based on neural network as claimed in claim 8, wherein: when the movable supporting plate (11) is completely accommodated in the inner cavity of the mounting groove (10), the display screen of the imaging equipment (9) is arranged towards the folded tarpaulin (6), and the backboard of the imaging equipment (9) blocks the port of the door-shaped frame (5).
10. The fully-automatic medical imaging instrument for intelligent analysis and early warning based on neural network as claimed in claim 9, wherein: an analysis early warning system (91) is arranged in the development equipment (9), the analysis early warning system (91) comprises an MCU (microprogrammed control unit) module (911) used for controlling the operation of the equipment, a storage module (912) electrically connected with the MCU module (911) and a power supply module (913), the storage module (912) is used for storing image data shot by the image component (4), and the power supply module (913) provides energy for the operation of the equipment; the MCU module (911) is also electrically connected with a data processing module (914) which is used for sorting the image data received by the MCU module (911); the data processing module (914) is electrically connected with an image feature extraction module (915) which is used for capturing abnormal feature data of the image data; the image characteristic extraction module (915) is electrically connected with a neural network analysis module (916), and performs big data analysis on the extracted abnormal data by combining image data through a neural network technology, and performs research analysis on the illness state of the patient to give a diagnosis; the neural network analysis module (916) is electrically connected with a display module (917) for displaying image data and an alarm module (918) for alarming when the patient has serious illness.
CN202111328257.6A 2021-11-10 2021-11-10 Full-automatic medical imaging instrument for intelligent analysis and early warning based on neural network Withdrawn CN114093120A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114615844A (en) * 2022-03-14 2022-06-10 葛前进 Classification mining system for intelligent medical big data feedback behaviors

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114615844A (en) * 2022-03-14 2022-06-10 葛前进 Classification mining system for intelligent medical big data feedback behaviors
CN114615844B (en) * 2022-03-14 2023-08-08 西南医科大学附属医院 Classification mining system for intelligent medical big data feedback behaviors

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