JP7712285B2 - 最小フラッシュ眼疾患診断のための画像保持およびスティッチング - Google Patents

最小フラッシュ眼疾患診断のための画像保持およびスティッチング

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Publication number
JP7712285B2
JP7712285B2 JP2022555774A JP2022555774A JP7712285B2 JP 7712285 B2 JP7712285 B2 JP 7712285B2 JP 2022555774 A JP2022555774 A JP 2022555774A JP 2022555774 A JP2022555774 A JP 2022555774A JP 7712285 B2 JP7712285 B2 JP 7712285B2
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Japan
Prior art keywords
image
retinal
diagnosis
computer program
images
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JP2022555774A
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Japanese (ja)
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JP2023517706A (ja
JP2023517706A5 (enExample
Inventor
ウォーレン ジェイムズ クラリダ，
ライアン アール ローレット エムロン，
アバイ シャー，
ジェイコブ パトリック サザー，
マインダート ニーマイジャー，
マイケル デイビッド エイブラモフ，
Original Assignee
デジタル ダイアグノスティックス インコーポレイテッド
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Publication of JP2023517706A publication Critical patent/JP2023517706A/ja
Publication of JP2023517706A5 publication Critical patent/JP2023517706A5/ja
Priority to JP2024206211A priority Critical patent/JP7849448B2/ja
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Publication of JP7712285B2 publication Critical patent/JP7712285B2/ja
Priority to JP2025259426A priority patent/JP2026031850A/ja
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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
    • A61B3/0008—Apparatus for testing the eyes; Instruments for examining the eyes provided with illuminating means
    • 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
    • A61B3/0016—Operational features thereof
    • A61B3/0025—Operational features thereof characterised by electronic signal processing, e.g. eye models
    • 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
    • A61B3/0016—Operational features thereof
    • A61B3/0033—Operational features thereof characterised by user input arrangements
    • 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
    • A61B3/12—Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions for looking at the eye fundus, e.g. ophthalmoscopes
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G06T3/4038—Image mosaicing, e.g. composing plane images from plane sub-images
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • 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
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • 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
    • 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 OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10016—Video; Image sequence
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20212—Image combination
    • G06T2207/20221—Image fusion; Image merging
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06T2207/30168—Image quality inspection

Landscapes

  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Physics & Mathematics (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Veterinary Medicine (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Surgery (AREA)
  • Biophysics (AREA)
  • Ophthalmology & Optometry (AREA)
  • Animal Behavior & Ethology (AREA)
  • Molecular Biology (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Pathology (AREA)
  • Quality & Reliability (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • Eye Examination Apparatus (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Medicines Containing Antibodies Or Antigens For Use As Internal Diagnostic Agents (AREA)
  • Image Processing (AREA)
JP2022555774A 2020-03-19 2021-03-15 最小フラッシュ眼疾患診断のための画像保持およびスティッチング Active JP7712285B2 (ja)

Priority Applications (2)

Application Number Priority Date Filing Date Title
JP2024206211A JP7849448B2 (ja) 2020-03-19 2024-11-27 最小フラッシュ眼疾患診断のための画像保持およびスティッチング
JP2025259426A JP2026031850A (ja) 2020-03-19 2025-12-17 最小フラッシュ眼疾患診断のための画像保持およびスティッチング

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202062992041P 2020-03-19 2020-03-19
US62/992,041 2020-03-19
PCT/US2021/022425 WO2021188463A1 (en) 2020-03-19 2021-03-15 Image retention and stitching for minimal-flash eye disease diagnosis

Related Child Applications (1)

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JP2024206211A Division JP7849448B2 (ja) 2020-03-19 2024-11-27 最小フラッシュ眼疾患診断のための画像保持およびスティッチング

Publications (3)

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JP2023517706A JP2023517706A (ja) 2023-04-26
JP2023517706A5 JP2023517706A5 (enExample) 2024-01-19
JP7712285B2 true JP7712285B2 (ja) 2025-07-23

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JP2022555774A Active JP7712285B2 (ja) 2020-03-19 2021-03-15 最小フラッシュ眼疾患診断のための画像保持およびスティッチング
JP2024206211A Active JP7849448B2 (ja) 2020-03-19 2024-11-27 最小フラッシュ眼疾患診断のための画像保持およびスティッチング
JP2025259426A Pending JP2026031850A (ja) 2020-03-19 2025-12-17 最小フラッシュ眼疾患診断のための画像保持およびスティッチング

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JP2025259426A Pending JP2026031850A (ja) 2020-03-19 2025-12-17 最小フラッシュ眼疾患診断のための画像保持およびスティッチング

Country Status (9)

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US (3) US11880976B2 (enExample)
EP (1) EP4120889B1 (enExample)
JP (3) JP7712285B2 (enExample)
KR (1) KR20230008042A (enExample)
CN (1) CN115515473A (enExample)
AU (2) AU2021238305B2 (enExample)
CA (1) CA3175919A1 (enExample)
IL (3) IL296332B2 (enExample)
WO (1) WO2021188463A1 (enExample)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA3175920A1 (en) * 2020-03-19 2021-09-23 Digital Diagnostics Inc. Dynamic adjustment of flash intensity based on retinal pigmentation
US11880976B2 (en) 2020-03-19 2024-01-23 Digital Diagnostics Inc. Image retention and stitching for minimal-flash eye disease diagnosis

Citations (4)

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JP2003339643A (ja) 2002-05-22 2003-12-02 Canon Inc 眼科撮影装置
US20150265144A1 (en) 2012-11-08 2015-09-24 The Johns Hopkins University System and method for detecting and classifying severity of retinal disease
WO2016161110A1 (en) 2015-03-31 2016-10-06 Visunex Medical Systems Co. Ltd. An eye imaging apparatus with sequential illumination and a syntactic image analyzing method
US20190110753A1 (en) 2017-10-13 2019-04-18 Ai Technologies Inc. Deep learning-based diagnosis and referral of ophthalmic diseases and disorders

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US8320641B2 (en) * 2004-10-28 2012-11-27 DigitalOptics Corporation Europe Limited Method and apparatus for red-eye detection using preview or other reference images
US9002085B1 (en) * 2013-10-22 2015-04-07 Eyenuk, Inc. Systems and methods for automatically generating descriptions of retinal images
EP3086705B1 (en) * 2013-12-23 2020-04-22 Rsbv, Llc Wide field retinal image capture system and method
US9931032B2 (en) * 2014-03-14 2018-04-03 Lkc Technologies Inc. System and method for retinopathy detection
US10115194B2 (en) 2015-04-06 2018-10-30 IDx, LLC Systems and methods for feature detection in retinal images
WO2017180965A1 (en) * 2016-04-15 2017-10-19 The Regents Of The University Of California Retinal cellscope apparatus
WO2018013923A1 (en) * 2016-07-15 2018-01-18 Digisight Technologies, Inc. Systems and methods for capturing, annotating and sharing ophthalmic images obtained using a hand held computer
US10489648B2 (en) * 2017-08-04 2019-11-26 Facebook Technologies, Llc Eye tracking using time multiplexing
CN110021009B (zh) * 2019-01-18 2023-07-21 平安科技（深圳）有限公司 一种评估眼底图像质量的方法、装置及存储介质
CN110584592B (zh) * 2019-09-09 2021-06-18 中国科学院苏州生物医学工程技术研究所 共光路光束扫描的大视场自适应光学视网膜成像系统和方法
US11880976B2 (en) 2020-03-19 2024-01-23 Digital Diagnostics Inc. Image retention and stitching for minimal-flash eye disease diagnosis

Patent Citations (4)

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Publication number Priority date Publication date Assignee Title
JP2003339643A (ja) 2002-05-22 2003-12-02 Canon Inc 眼科撮影装置
US20150265144A1 (en) 2012-11-08 2015-09-24 The Johns Hopkins University System and method for detecting and classifying severity of retinal disease
WO2016161110A1 (en) 2015-03-31 2016-10-06 Visunex Medical Systems Co. Ltd. An eye imaging apparatus with sequential illumination and a syntactic image analyzing method
US20190110753A1 (en) 2017-10-13 2019-04-18 Ai Technologies Inc. Deep learning-based diagnosis and referral of ophthalmic diseases and disorders

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Publication number Publication date
AU2021238305A1 (en) 2022-11-17
IL324052B2 (en) 2026-08-01
KR20230008042A (ko) 2023-01-13
US20250232446A1 (en) 2025-07-17
JP2023517706A (ja) 2023-04-26
CN115515473A (zh) 2022-12-23
AU2025202817A1 (en) 2025-05-08
IL324052A (en) 2025-12-01
EP4120889A4 (en) 2024-04-10
IL296332B2 (en) 2026-03-01
EP4120889B1 (en) 2026-08-19
JP2026031850A (ja) 2026-02-24
CA3175919A1 (en) 2021-09-23
EP4120889A1 (en) 2023-01-25
JP2025023026A (ja) 2025-02-14
IL296332A (en) 2022-11-01
US20210295516A1 (en) 2021-09-23
IL296332B1 (en) 2025-11-01
US20240095924A1 (en) 2024-03-21
IL326600A (en) 2026-04-01
US11880976B2 (en) 2024-01-23
AU2021238305B2 (en) 2025-01-23
US12322106B2 (en) 2025-06-03
JP7849448B2 (ja) 2026-04-21
IL324052B1 (en) 2026-04-01
WO2021188463A1 (en) 2021-09-23

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