CN116525107A - Portable eye photographing AI evaluation diagnosis and treatment device - Google Patents

Portable eye photographing AI evaluation diagnosis and treatment device Download PDF

Info

Publication number
CN116525107A
CN116525107A CN202310198264.1A CN202310198264A CN116525107A CN 116525107 A CN116525107 A CN 116525107A CN 202310198264 A CN202310198264 A CN 202310198264A CN 116525107 A CN116525107 A CN 116525107A
Authority
CN
China
Prior art keywords
user
diagnosis
evaluation
treatment
massage
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
CN202310198264.1A
Other languages
Chinese (zh)
Inventor
杨光
王耀楼
王璐
杨磊
马丽娜
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.)
Harbin Medical University
Original Assignee
Harbin Medical University
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 Harbin Medical University filed Critical Harbin Medical University
Priority to CN202310198264.1A priority Critical patent/CN116525107A/en
Publication of CN116525107A publication Critical patent/CN116525107A/en
Pending legal-status Critical Current

Links

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B3/00—Apparatus for testing the eyes; Instruments for examining the eyes
    • A61B3/10—Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions
    • A61B3/14—Arrangements specially adapted for eye photography
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B3/00—Apparatus for testing the eyes; Instruments for examining the eyes
    • A61B3/10—Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions
    • A61B3/14—Arrangements specially adapted for eye photography
    • A61B3/15—Arrangements specially adapted for eye photography with means for aligning, spacing or blocking spurious reflection ; with means for relaxing
    • A61B3/152—Arrangements specially adapted for eye photography with means for aligning, spacing or blocking spurious reflection ; with means for relaxing for aligning
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61H—PHYSICAL THERAPY APPARATUS, e.g. DEVICES FOR LOCATING OR STIMULATING REFLEX POINTS IN THE BODY; ARTIFICIAL RESPIRATION; MASSAGE; BATHING DEVICES FOR SPECIAL THERAPEUTIC OR HYGIENIC PURPOSES OR SPECIFIC PARTS OF THE BODY
    • A61H39/00—Devices for locating or stimulating specific reflex points of the body for physical therapy, e.g. acupuncture
    • A61H39/04—Devices for pressing such points, e.g. Shiatsu or Acupressure
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • 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
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • 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
    • G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
    • 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
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • 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
    • G06T2207/20081—Training; Learning
    • 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30041—Eye; Retina; Ophthalmic
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A90/00—Technologies having an indirect contribution to adaptation to climate change
    • Y02A90/10—Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Epidemiology (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Data Mining & Analysis (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Primary Health Care (AREA)
  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Rehabilitation Therapy (AREA)
  • Ophthalmology & Optometry (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Multimedia (AREA)
  • Surgery (AREA)
  • Pain & Pain Management (AREA)
  • Quality & Reliability (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Pathology (AREA)
  • Physical Education & Sports Medicine (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

The invention discloses a portable eye photographing AI evaluation diagnosis and treatment device, which comprises an eye photographing system, a diagnosis and treatment device and a diagnosis and treatment device, wherein the eye photographing system is used for acquiring eye images of a user; the evaluation diagnosis and treatment system is used for diagnosing diseases according to the eye images and the input information of the user, providing a treatment scheme for the user and acquiring a synthetic report; the physiotherapy system is used for setting a massage mode by a user to perform acupoint massage; the control storage system is used for storing eye images, synthesis reports and massage modes; an automatically adjusting headband for securing the device to the head of a user; the frame body and the gasket, wherein the gasket is used for buffering the pressure of the user and laminating the face of the user. The device is convenient and practical, the contrast diagnosis of image features and cloud public database image features is completed through the deep convolutional neural network, the deep learning evolution is realized, the diagnosis accuracy is high, the monitoring of historical data of a user is completed through the cyclic neural network, the risk of illness is predicted, and early intervention is prevented in the past.

Description

Portable eye photographing AI evaluation diagnosis and treatment device
Technical Field
The invention belongs to the field of disease risk assessment and diagnosis and treatment equipment, and particularly relates to a portable eye photography AI assessment and diagnosis and treatment device.
Background
With the rapid development of economy and science, the living standard of people is increased, the daily intake ratio of high nutrient substances in a diet structure is increased, various electronic and technical equipment is popularized and applied in daily life study and work and the service time is increased, and the daily diet are long-term electronic and technical equipment, and have unbalanced long-term structure and little physical exercise. Further, not only various ocular diseases such as dry eye, glaucoma, retinal degeneration, etc., but also various chronic basic diseases such as hypertension, diabetes, etc., and ischemic cardiovascular and cerebrovascular diseases are caused, and these diseases are not only highly developed in the elderly but also the occurrence rate in the young population is increased year by year. However, various reasons such as inconvenient medical treatment, unequal knowledge of doctors and patients, untimely diagnosis and treatment caused by busy work and the like frequently occur, and heavy striking is brought to the patient and the family.
Because the eyes are the only organs capable of visually observing the blood vessel nerves in the body under the noninvasive condition, the eye can be used for prompting eye diseases such as glaucoma, macular degeneration and the like, prompting the disease development and treatment effect monitoring of chronic basic diseases such as hypertension, diabetes and the like, and combining the information such as the basic physical condition, long-term living habit, disease history and the like of people, the disease risk of the chronic basic diseases and ischemic cardiovascular and cerebrovascular diseases can be predicted. However, the examination of eyes and the analysis of the corresponding results are required to be carried out by professional hospitals and professional equipment personnel, so that medical resources are more intense, and the admission procedure and the examination steps are complicated. The method is extremely inconvenient for the patients with the eye and the chronic basic diseases needing frequent re-diagnosis and the crowd for monitoring the conventional physical condition. There is currently a lack of a portable, comfortable, high-efficiency device that can monitor, diagnose and treat diseases at home for long periods of time and can examine and make risk assessments for healthy people.
Disclosure of Invention
The invention aims to provide a portable eye-photographing AI evaluation diagnosis and treatment device which solves the problems existing in the prior art.
In order to achieve the above purpose, the invention provides a portable eye photographing AI evaluation diagnosis and treatment device, which comprises an eye photographing system, a control storage system, an evaluation diagnosis and treatment system, a physiotherapy system, an automatic adjusting head band and a frame;
the eye photographing system is used for acquiring eye images of a user;
the evaluation diagnosis and treatment system is used for diagnosing diseases according to the eye images and input information of a user, providing a treatment scheme for the user and acquiring a synthetic report;
the physiotherapy system is used for setting a massage mode by a user to perform acupoint massage;
the control storage system is used for storing the eye images, the synthesis report and the massage mode;
the automatic adjusting headband is used for fixing the device with the head of a user;
the frame includes a frame body and a cushion for cushioning the pressure of the user and conforming to the face of the user.
Optionally, the oculography system comprises a camera, a displacement base, an imaging system, and a laser positioning system;
the camera is used for automatic focusing imaging;
the laser positioning system is used for assisting the camera to move to a correct position;
the displacement base is used for enabling the camera to move towards all directions; the moving direction of the shifting base comprises the periphery of a plane and the space moves up and down;
the imaging system is used for optimizing images acquired by the camera and transmitting the images to the control storage system and the evaluation diagnosis and treatment system.
Optionally, the control storage system comprises a control system and a memory card, when the memory card reaches the upper storage limit, the control system cleans the instantaneous outdated data and non-long-term monitoring data; the control storage system is connected with the terminal in a wireless connection mode and performs data transmission.
Optionally, the evaluation diagnosis and treatment system comprises a cloud public database, a risk evaluation system and a diagnosis and treatment system;
the cloud public database comprises an authoritative eye disease image database, a chronic disease eye expression image database, a Chinese crowd physical examination database, a disease diagnosis and treatment guide and expert consensus database and is updated in real time;
the risk assessment system adopts a circulating neural network, combines names, identity card numbers, basic physical conditions, long-term living habits, disease history, treatment records and cloud public databases provided by a device user, and adopts a deep learning algorithm to predict the risk of illness;
the diagnosis and treatment system is based on a deep convolutional neural network, performs preliminary diagnosis, treatment, life diet adjustment schemes and medical advice by combining image features of a cloud image database and an imaging system, and finally acquires a synthetic report and transmits the synthetic report to the control storage system;
if the device user is a chronic disease patient, the control storage system automatically determines that the device user needs long-term monitoring after information is recorded, and transmits instructions to the evaluation diagnosis and treatment system to analyze the disease prognosis, progress and control condition for a long time.
Optionally, the synthetic report of the evaluation diagnosis and treatment system comprises prediction of the risks of diseases of eyes, chronic basic diseases and cardiovascular and cerebrovascular diseases, diagnosis results, treatment schemes and prevention strategies; wherein the diagnosis result comprises disease type and cure difficulty, the treatment scheme comprises the name dosage of the medicine, recommended hospital departments and cost rules, the disease risk prediction includes calculated risk data and an evaluation rating of the data, and the prevention strategy includes a regimen of specific dietary exercise of non-drug surgical intervention.
Optionally, the physiotherapy system comprises an intelligent steam generator and an acupoint massage system;
the intelligent steam generator comprises an intelligent temperature control module and a steam generator, wherein the intelligent temperature control module is used for stabilizing the temperature of steam at 40-45 ℃ or 20-25 ℃ and adjusting the corresponding heating/cooling mode;
the steam generator is used for stably and quantitatively producing small molecular steam;
the acupoint massage system comprises massage feet, wherein the massage feet are used for sliding massage, a pressure sensor is arranged at the front end of each massage foot, and the individual massage mode and force setting and automatic storage are completed under the cooperation of a user adjusting and controlling storage system.
Optionally, the automatic adjusting headband comprises an adjusting system, a headband main body and a pressure sensing module, when a user starts to use, the control storage system gives an instruction to the adjusting system, the adjusting system contracts the headband main body, the pressure sensing module is located in the rear brain, when the pressure minimum threshold is reached, the adjusting system stops contracting the headband main body, and the user further adjusts tightness to meet individual requirements.
Alternatively, when the user has long-term physical therapy requirements, such as dry eye, the user can match the physical therapy scheme for controlling the adjustment in the individual data in the storage system without readjustment.
Optionally, the frame body material of the frame is a carbon fiber material, and the gasket material of the frame is a memory sponge and a Si-TPV material.
The invention has the technical effects that:
firstly, the user can finish diagnosis and treatment of the diseases at home without complicated checking procedures and time expenditure of high cost of hospitals, and can check images and report results at any time and any place at a terminal such as a mobile phone. Secondly, the device can be suitable for various crowds in various age groups, and becomes an effective and convenient means for monitoring the body health of each member in the family. Finally, the device completes the contrast diagnosis and the deep learning evolution of the image characteristics and the cloud public database image characteristics through the deep convolutional neural network, has high diagnosis accuracy, completes the long-term monitoring analysis of the historical data of the user and predicts the risk of illness through the cyclic neural network, can give out effective treatment schemes or life diet adjustment suggestions, and prevents early intervention from happening.
Drawings
The accompanying drawings, which are included to provide a further understanding of the application, illustrate and explain the application and are not to be construed as limiting the application. In the drawings:
FIG. 1 is a schematic diagram of a portable oculography AI evaluation diagnostic device of the present invention;
FIG. 2 is a rear side view of the portable oculography AI evaluation diagnostic device of the invention;
FIG. 3 is a schematic diagram of an oculography system;
FIG. 4 is a schematic diagram of a self-adjusting headband adjustment system;
FIG. 5 is a schematic diagram of an evaluation diagnostic system;
wherein: 1. controlling a storage system; 2. a steam generator water storage box; 3. a frame; 4. a headband body; 5. a pressure sensor; 6. a headband adjustment button; 7. a main switch button; 8. a nose groove; 9. a shift base; 10. a camera; 11. a laser positioning system; 12. a gasket; 13. massaging feet; 14. a steam generator; 15. an imaging system; 16. the headband adjustment system is automatically adjusted.
Detailed Description
It should be noted that, in the case of no conflict, the embodiments and features in the embodiments may be combined with each other. The present application will be described in detail below with reference to the accompanying drawings in conjunction with embodiments.
It should be noted that the steps illustrated in the flowcharts of the figures may be performed in a computer system such as a set of computer executable instructions, and that although a logical order is illustrated in the flowcharts, in some cases the steps illustrated or described may be performed in an order other than that illustrated herein.
As shown in fig. 1-5, a portable ophthalmoscope AI evaluation diagnosis and treatment device is provided in this embodiment, which comprises an ophthalmoscope system, a control storage system, an evaluation diagnosis and treatment system, a physiotherapy system, an automatic adjusting headband and a frame.
The eye photographing system comprises a camera, a shifting base, an imaging system and a laser positioning system, wherein the camera can automatically complete focusing, the laser positioning system can assist the camera to move to the correct position, the shifting base can assist the camera to move to all directions, the camera can complete photographing and then is transmitted to the imaging system, and the imaging system can perform image optimization and then is transmitted to the control storage system and the evaluation diagnosis and treatment system.
The control storage system comprises a control system and a memory card, when the memory card reaches the upper storage limit, the control system can clear the instantaneous outdated data and the non-long-term monitoring data so as to ensure the normal operation of the device. The control storage system can be connected with a terminal such as a mobile phone and a computer in a wireless connection mode and transmits data.
The evaluation diagnosis and treatment system comprises a cloud public database, a risk evaluation system and a diagnosis and treatment system, wherein the cloud public database comprises an authoritative eye disease image database, a chronic disease eye expression image database, a Chinese crowd physical examination database, a disease diagnosis and treatment guide and expert consensus database and is updated in real time. The risk assessment system is based on a circulating neural network, and is used for calculating and obtaining the illness risk prediction according to a deep learning algorithm by combining a name, an identity card number, a basic physical condition, long-term living habit, disease history, a diagnosis record and a cloud public database provided by a device user. The diagnosis and treatment system is based on a deep convolutional neural network, and provides preliminary diagnosis, treatment and life diet adjustment schemes and medical advice by combining image features formed by a cloud image database and an imaging system. And finally, transmitting all the synthesized reports to a control storage system for storage. If the user is a patient with chronic diseases (such as hypertension, diabetes and the like), the control storage system can automatically judge that long-term monitoring is needed after information is input, and transmits instructions to the evaluation diagnosis and treatment system to analyze the prognosis, progress and control conditions of the diseases for a long time, so that a more comprehensive and individual diagnosis and treatment scheme is provided for the user.
The physiotherapy system comprises an intelligent steam generator and an acupoint massage system, the intelligent steam generator comprises an intelligent temperature control module and a steam generator, the intelligent temperature control module can enable the temperature of steam to be stabilized at 40-45 ℃ or 20-25 ℃, a user can adjust a corresponding heating/refrigerating mode according to requirements, and the steam generator can stably and quantitatively produce small molecular steam. The massage feet of the acupoint massage system can move in a certain range, more complex sliding massage can be satisfied, the pressure sensor is arranged at the front end of the massage feet, and under the cooperation of the user adjusting and controlling the storage system, the individual massage mode and force setting and automatic storage are completed.
The automatic adjusting headband comprises an adjusting system, a headband main body and a pressure sensing module, when a user starts to use, the control storage system gives an instruction to the adjusting system, the adjusting system contracts the headband main body, the pressure sensing module is located in the rear brain, when the pressure minimum threshold is reached, the adjusting system stops contracting the headband main body, and the user can further adjust tightness through the buttons to meet individual requirements.
The frame includes a frame body and a cushion that cushions pressure against and more conforms to the face of the user.
When the control storage system is connected with the terminal, interaction can be directly carried out through the audio-visual system of the terminal, and the device also carries a voice pilot system, so that a user is guided to accurately cooperate with the device to execute the process and can inform the result through voice.
When a user needs to actively monitor own diseases for a long time, information including names, identification numbers, basic physical conditions, long-term life habits, disease history, treatment records and the like needs to be input into the terminal in advance so as to achieve more accurate individual monitoring.
When the evaluation diagnosis and treatment system generates a report, the report comprises prediction of the risks of ocular diseases, chronic basic diseases and cardiovascular and cerebrovascular diseases, diagnosis results, treatment schemes and prevention strategies. The diagnosis results comprise disease types and cure difficulty, the treatment scheme comprises the name dosage of medicines, recommended hospital departments and cost rules, the disease risk prediction comprises calculated risk data and evaluation ratings of the data, and the prevention strategy comprises a scheme of specific diet exercise of non-drug surgical intervention.
When a user has long-term physiotherapy requirements, such as xerophthalmia and the like, the physiotherapy scheme which is adjusted and completed in the individual data in the control storage system can be matched and controlled without readjustment.
Further, the portable oculography AI evaluates diagnosis and treatment device is characterized in that: the camera is a mydriatic-free multi-focal length camera.
Further, the portable oculography AI evaluates diagnosis and treatment device is characterized in that: the displacement base can move up and down around the plane and in space.
Further, the portable oculography AI evaluates diagnosis and treatment device is characterized in that: the laser positioning system has the laser wavelength of 1060nm, the power of 0.1-0.5mW and the single positioning time of less than 5s.
Further, the portable oculography AI evaluates diagnosis and treatment device is characterized in that: the memory card is one of an SD card, a CF card or an MMC card.
Further, the portable oculography AI evaluates diagnosis and treatment device is characterized in that: the front end of the massage foot of the acupoint massage system is made of protein skin, and the inner part is made of silica gel.
Further, the portable oculography AI evaluates diagnosis and treatment device is characterized in that: the main materials of the head band of the automatic adjusting head band are polyester fiber and elastic fiber
Further, the portable oculography AI evaluates diagnosis and treatment device is characterized in that: the pressure sensor is a diffused silicon pressure sensor.
Further, the portable oculography AI evaluates diagnosis and treatment device is characterized in that: the wireless data transmission mode is one or more of Zig-Bee, bluetooth (Bluetooth), wireless broadband (Wi-Fi), ultra Wideband (UWB) and Near Field Communication (NFC).
Further, the portable oculography AI evaluates diagnosis and treatment device is characterized in that: the frame main body material of the frame is carbon fiber material.
Further, the portable oculography AI evaluates diagnosis and treatment device is characterized in that: the gasket material of the frame is memory sponge and Si-TPV material.
In the description of the present invention, it should be understood that the terms "longitudinal," "transverse," "upper," "lower," "front," "rear," "left," "right," "vertical," "horizontal," "top," "bottom," "inner," "outer," and the like indicate or are based on the orientation or positional relationship shown in the drawings, merely to facilitate description of the present invention, and do not indicate or imply that the devices or elements referred to must have a particular orientation, be constructed and operated in a particular orientation, and thus should not be construed as limiting the present invention.
The foregoing is merely a preferred embodiment of the present application, but the scope of the present application is not limited thereto, and any changes or substitutions easily contemplated by those skilled in the art within the technical scope of the present application should be covered by the scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.

Claims (9)

1. The portable eye photographing AI evaluation diagnosis and treatment device is characterized by comprising an eye photographing system, a control storage system, an evaluation diagnosis and treatment system, a physiotherapy system, an automatic adjusting head band and a frame;
the eye photographing system is used for acquiring eye images of a user;
the evaluation diagnosis and treatment system is used for diagnosing diseases according to the eye images and input information of a user, providing a treatment scheme for the user and acquiring a synthetic report;
the physiotherapy system is used for setting a massage mode by a user to perform acupoint massage;
the control storage system is used for storing the eye images, the synthesis report and the massage mode;
the automatic adjusting headband is used for fixing the device with the head of a user;
the frame includes a frame body and a cushion for cushioning the pressure of the user and conforming to the face of the user.
2. The portable ophthalmography AI evaluation diagnostic device of claim 1, wherein the ophthalmography system comprises a camera, a displacement mount, an imaging system, and a laser positioning system;
the camera is used for automatic focusing imaging;
the laser positioning system is used for assisting the camera to move to a correct position;
the displacement base is used for enabling the camera to move towards all directions; the moving direction of the shifting base comprises the periphery of a plane and the space moves up and down;
the imaging system is used for optimizing images acquired by the camera and transmitting the images to the control storage system and the evaluation diagnosis and treatment system.
3. The portable ophthalmography AI evaluation diagnostic device of claim 1, wherein the control storage system comprises a control system and a memory card, the control system cleaning transient outdated data, non-long term monitored data when the memory card reaches an upper storage limit; the control storage system is connected with the terminal in a wireless connection mode and performs data transmission.
4. The portable ophthalmography AI evaluation diagnostic device of claim 1, wherein the evaluation diagnostic system comprises a cloud public database, a risk evaluation system, and a diagnostic system;
the cloud public database comprises an authoritative eye disease image database, a chronic disease eye expression image database, a Chinese crowd physical examination database, a disease diagnosis and treatment guide and expert consensus database and is updated in real time;
the risk assessment system adopts a circulating neural network, combines names, identity card numbers, basic physical conditions, long-term living habits, disease history, treatment records and cloud public databases provided by a device user, and adopts a deep learning algorithm to predict the risk of illness;
the diagnosis and treatment system is based on a deep convolutional neural network, performs preliminary diagnosis, treatment, life diet adjustment schemes and medical advice by combining image features of a cloud image database and an imaging system, and finally acquires a synthetic report and transmits the synthetic report to the control storage system;
if the device user is a chronic disease patient, the control storage system automatically determines that the device user needs long-term monitoring after information is recorded, and transmits instructions to the evaluation diagnosis and treatment system to analyze the disease prognosis, progress and control condition for a long time.
5. The portable ophthalmography AI evaluation kit of claim 1, wherein the synthetic report of the evaluation kit system comprises a prediction of risk of ocular disease, chronic underlying disease, and cardiovascular disease, a diagnostic result, a therapeutic regimen, a prophylactic strategy; the diagnosis results comprise disease types and cure difficulty, the treatment scheme comprises the name dosage of medicines, recommended hospital departments and cost rules, the disease risk prediction comprises calculated risk data and evaluation ratings of the data, and the prevention strategy comprises a scheme of specific diet exercise of non-drug surgical intervention.
6. The portable ophthalmography AI evaluation diagnostic device of claim 1, wherein the physiotherapy system comprises an intelligent steam generator and an acupoint massage system;
the intelligent steam generator comprises an intelligent temperature control module and a steam generator, wherein the intelligent temperature control module is used for stabilizing the temperature of steam at 40-45 ℃ or 20-25 ℃ and adjusting the corresponding heating/cooling mode;
the steam generator is used for stably and quantitatively producing small molecular steam;
the acupoint massage system comprises massage feet, wherein the massage feet are used for sliding massage, a pressure sensor is arranged at the front end of each massage foot, and the individual massage mode and force setting and automatic storage are completed under the cooperation of a user adjusting and controlling storage system.
7. The portable ophthalmography AI evaluation diagnostic device of claim 1, wherein the automatically adjusting headband includes an adjustment system that the control storage system issues instructions to when a user begins to use, the adjustment system contracts the headband body, a headband body, and a pressure sensing module located in the rear brain that stops contracting the headband body when a minimum pressure threshold is reached, the user further adjusts tightness to fit individual needs.
8. The portable ophthalmoscopic AI-assessment diagnostic device of claim 1, wherein the user, when having long-term physical therapy needs, such as dry eye, can match the physical therapy regimen adjusted in the individual data in the control storage system without readjustment.
9. The portable ophthalmography AI evaluation diagnostic device of claim 1, wherein the frame body material of the frame is a carbon fiber material and the gasket material of the frame is a memory sponge and Si-TPV material.
CN202310198264.1A 2023-03-03 2023-03-03 Portable eye photographing AI evaluation diagnosis and treatment device Pending CN116525107A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202310198264.1A CN116525107A (en) 2023-03-03 2023-03-03 Portable eye photographing AI evaluation diagnosis and treatment device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202310198264.1A CN116525107A (en) 2023-03-03 2023-03-03 Portable eye photographing AI evaluation diagnosis and treatment device

Publications (1)

Publication Number Publication Date
CN116525107A true CN116525107A (en) 2023-08-01

Family

ID=87400025

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202310198264.1A Pending CN116525107A (en) 2023-03-03 2023-03-03 Portable eye photographing AI evaluation diagnosis and treatment device

Country Status (1)

Country Link
CN (1) CN116525107A (en)

Similar Documents

Publication Publication Date Title
US12014289B2 (en) Artificial intelligence and/or virtual reality for activity optimization/personalization
CN111278351A (en) System and method for capturing and analyzing pupil images to determine toxicology and neurophysiology
US8317776B2 (en) Circulatory monitoring systems and methods
CN113164045A (en) System and device for diagnosing and treating erectile dysfunction
CN113347916A (en) System and method for multivariate stroke detection
US20050228234A1 (en) Method and device for monitoring physiologic signs and implementing emergency disposals
KR102321358B1 (en) Massage chair providing healthcare service using medical data and operation thereor
KR102344493B1 (en) A smart inspecting system, method and program for nystagmus using artificial intelligence
Klein et al. The medical evaluation of psychiatric patients
EP2853937A1 (en) Goggle-like mobile apparatus and method for recording images of a pupil of a person
US10835120B2 (en) Extended medical test system
Bogatu et al. Human physiology for personal thermal comfort-based HVAC control–A review
CN116525107A (en) Portable eye photographing AI evaluation diagnosis and treatment device
CN205054568U (en) Equipment is guideed in eye massage
KR102283939B1 (en) eye imaging device
Bakutkin et al. Objective Study of Eye Movement in Ophthalmic Practice
EA007308B1 (en) Device of monitoring physiological functioning and conditions of a person
US20180113991A1 (en) Interactive Apparatus and Devices for Personal Symptom Management and Therapeutic Treatment Systems
Chandrakumar et al. Effects of earth-fixed vs head-fixed targets on static ocular counterroll
CN116398979B (en) Environment temperature regulation and control method based on wearable equipment and wearable equipment
KR102368615B1 (en) Feedback stimulation system based on micturition diary and control mehtod thereof
US20240074699A1 (en) System and Method for Quantification and Feedback of Eye Deviations
US20220039654A1 (en) Eye imaging devices
CN214713390U (en) Prostate physiotherapy equipment for intelligent prostate physiotherapy system
CN103413058A (en) Biological software for diagnosing and treating human body diseases

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