SG11202106261TA - Detection of pathologies in ocular images - Google Patents

Detection of pathologies in ocular images

Info

Publication number
SG11202106261TA
SG11202106261TA SG11202106261TA SG11202106261TA SG11202106261TA SG 11202106261T A SG11202106261T A SG 11202106261TA SG 11202106261T A SG11202106261T A SG 11202106261TA SG 11202106261T A SG11202106261T A SG 11202106261TA SG 11202106261T A SG11202106261T A SG 11202106261TA
Authority
SG
Singapore
Prior art keywords
pathologies
detection
ocular images
ocular
images
Prior art date
Application number
SG11202106261TA
Other languages
English (en)
Inventor
Hemert Jano Van
Derek Swan
Original Assignee
Optos Plc
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 Optos Plc filed Critical Optos Plc
Publication of SG11202106261TA publication Critical patent/SG11202106261TA/en

Links

Classifications

    • 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
    • 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
    • A61B3/102—Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions for optical coherence tomography [OCT]
    • 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
    • A61B3/02—Subjective types, i.e. testing apparatus requiring the active assistance of the patient
    • A61B3/06—Subjective types, i.e. testing apparatus requiring the active assistance of the patient for testing light sensitivity, e.g. adaptation; for testing colour vision
    • A61B3/063—Subjective types, i.e. testing apparatus requiring the active assistance of the patient for testing light sensitivity, e.g. adaptation; for testing colour vision for testing light sensitivity, i.e. adaptation
    • 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
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/48—Other medical applications
    • A61B5/4842—Monitoring progression or stage of a disease
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • 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
    • 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
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/18—Eye characteristics, e.g. of the iris
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10072—Tomographic images
    • G06T2207/10101—Optical tomography; Optical coherence tomography [OCT]
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Medical Informatics (AREA)
  • General Physics & Mathematics (AREA)
  • Ophthalmology & Optometry (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Biomedical Technology (AREA)
  • Public Health (AREA)
  • Animal Behavior & Ethology (AREA)
  • Surgery (AREA)
  • Molecular Biology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Veterinary Medicine (AREA)
  • Biophysics (AREA)
  • Evolutionary Computation (AREA)
  • Multimedia (AREA)
  • Artificial Intelligence (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • Human Computer Interaction (AREA)
  • Quality & Reliability (AREA)
  • Signal Processing (AREA)
  • Pathology (AREA)
  • Mathematical Physics (AREA)
  • Physiology (AREA)
  • Psychiatry (AREA)
  • Fuzzy Systems (AREA)
  • Eye Examination Apparatus (AREA)
  • Image Analysis (AREA)
SG11202106261TA 2018-12-20 2019-12-17 Detection of pathologies in ocular images SG11202106261TA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
EP18214689.4A EP3671536B1 (fr) 2018-12-20 2018-12-20 Détection de pathologies dans des images oculaires
PCT/EP2019/085608 WO2020127233A1 (fr) 2018-12-20 2019-12-17 Détection de pathologies dans des images oculaires

Publications (1)

Publication Number Publication Date
SG11202106261TA true SG11202106261TA (en) 2021-07-29

Family

ID=64755198

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202106261TA SG11202106261TA (en) 2018-12-20 2019-12-17 Detection of pathologies in ocular images

Country Status (10)

Country Link
US (2) US11503994B2 (fr)
EP (2) EP4310800A3 (fr)
JP (3) JP6996682B2 (fr)
KR (2) KR102387820B1 (fr)
CN (1) CN111353970B (fr)
AU (2) AU2019280075B2 (fr)
CA (2) CA3064885A1 (fr)
MX (1) MX2021007346A (fr)
SG (1) SG11202106261TA (fr)
WO (1) WO2020127233A1 (fr)

Families Citing this family (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20220058796A1 (en) * 2018-09-12 2022-02-24 Auckland Uniservices Limited Methods and systems for ocular imaging, diagnosis and prognosis
EP3914140A4 (fr) * 2019-01-25 2022-11-16 OtoNexus Medical Technologies, Inc. Apprentissage machine pour diagnostic d'otite moyenne
EP3690888A1 (fr) * 2019-01-31 2020-08-05 Nidek Co., Ltd. Dispositif de traitement d'images ophtalmologiques et programme de traitement d'images ophtalmologiques
JP7332463B2 (ja) * 2019-12-25 2023-08-23 キヤノン株式会社 制御装置、光干渉断層撮影装置、光干渉断層撮影装置の制御方法、及びプログラム
US11382506B2 (en) 2020-09-30 2022-07-12 Ai-Ris LLC Retinal imaging system
WO2022158908A1 (fr) * 2021-01-22 2022-07-28 주식회사 루닛 Méthode et système d'analyse d'image pathologique
KR102379061B1 (ko) * 2021-06-30 2022-04-05 주식회사 타이로스코프 활동성 갑상선 눈병증 진료를 위한 내원 안내 방법 및 이를 수행하는 장치
WO2023277589A1 (fr) 2021-06-30 2023-01-05 주식회사 타이로스코프 Procédé de guidage de visite pour examen de maladie oculaire thyroïdienne active et système pour la mise en œuvre de celui-ci
WO2023277548A1 (fr) 2021-06-30 2023-01-05 주식회사 타이로스코프 Procédé d'acquisition d'image latérale pour analyse de protrusion oculaire, dispositif de capture d'image pour sa mise en œuvre et support d'enregistrement
WO2023277622A1 (fr) 2021-06-30 2023-01-05 주식회사 타이로스코프 Procédé d'accompagnement à la consultation à l'hôpital en vue du traitement d'une ophtalmopathie thyroïdienne active et système pour sa mise en œuvre
US20240016378A1 (en) * 2022-07-13 2024-01-18 Alcon Inc. Machine learning to assess the clinical significance of vitreous floaters

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JP4819851B2 (ja) * 2008-07-31 2011-11-24 キヤノン株式会社 診断支援装置およびその方法、プログラム、記録媒体
JP5582772B2 (ja) * 2009-12-08 2014-09-03 キヤノン株式会社 画像処理装置及び画像処理方法
US8712505B2 (en) * 2010-11-11 2014-04-29 University Of Pittsburgh-Of The Commonwealth System Of Higher Education Automated macular pathology diagnosis in three-dimensional (3D) spectral domain optical coherence tomography (SD-OCT) images
JP5635898B2 (ja) * 2010-12-17 2014-12-03 キヤノン株式会社 眼底撮像装置及びその制御方法
JP6025311B2 (ja) 2011-08-01 2016-11-16 キヤノン株式会社 眼科診断支援装置および方法
US8553965B2 (en) * 2012-02-14 2013-10-08 TerraRecon, Inc. Cloud-based medical image processing system with anonymous data upload and download
US8682049B2 (en) * 2012-02-14 2014-03-25 Terarecon, Inc. Cloud-based medical image processing system with access control
US20140276025A1 (en) 2013-03-14 2014-09-18 Carl Zeiss Meditec, Inc. Multimodal integration of ocular data acquisition and analysis
JP2014188254A (ja) 2013-03-28 2014-10-06 Nidek Co Ltd 視野検査装置
US9955865B2 (en) * 2013-04-11 2018-05-01 Novartis Ag Method and system to detect ophthalmic tissue structure and pathologies
EP3100205B1 (fr) * 2014-01-28 2021-03-10 Ventana Medical Systems, Inc. Classification adaptative pour la segmentation de tissus dans l'ensemble d'une lame
CN106231990B (zh) * 2014-03-14 2019-07-23 Lkc科技有限公司 视网膜病变检测系统和方法
JP6725547B2 (ja) * 2015-03-20 2020-07-22 フラウンホッファー−ゲゼルシャフト ツァ フェルダールング デァ アンゲヴァンテン フォアシュンク エー．ファオ 人工ニューラルネットワークの関連性スコア割当て
US20170228521A1 (en) * 2016-02-05 2017-08-10 Carl Zeiss Meditec, Inc. Report driven workflow for ophthalmic image data acquisition
JP2017182739A (ja) * 2016-03-31 2017-10-05 富士通株式会社 視線検出装置、視線検出方法及び視線検出用コンピュータプログラム
US10123747B2 (en) 2016-11-21 2018-11-13 International Business Machines Corporation Retinal scan processing for diagnosis of a subject
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DE102017208994A1 (de) * 2017-05-29 2018-11-29 Audi Ag Verfahren zur Ermittlung von Ergebnisbilddaten

Also Published As

Publication number Publication date
KR20200077461A (ko) 2020-06-30
AU2019280075A1 (en) 2020-07-09
JP7279291B2 (ja) 2023-05-23
EP3671536A1 (fr) 2020-06-24
KR102494503B1 (ko) 2023-01-31
AU2019280075B2 (en) 2021-07-22
JP2023021440A (ja) 2023-02-10
EP4310800A3 (fr) 2024-03-20
KR20220027927A (ko) 2022-03-08
AU2021232682A1 (en) 2021-10-07
CN111353970B (zh) 2024-05-14
JP2022033126A (ja) 2022-02-28
CN111353970A (zh) 2020-06-30
US11503994B2 (en) 2022-11-22
EP4310800A2 (fr) 2024-01-24
JP6996682B2 (ja) 2022-01-17
KR102387820B1 (ko) 2022-04-15
WO2020127233A1 (fr) 2020-06-25
US20200196853A1 (en) 2020-06-25
JP2020124472A (ja) 2020-08-20
AU2021232682B2 (en) 2022-11-24
EP3671536B1 (fr) 2024-05-22
MX2021007346A (es) 2021-09-30
CA3064885A1 (fr) 2020-06-20
AU2021232682A9 (en) 2021-12-02
US20230000338A1 (en) 2023-01-05
CA3223918A1 (fr) 2020-06-20

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