KR102784569B1 - 망막 색소 침착을 기반으로 한 플래시 강도의 동적 조정 - Google Patents
망막 색소 침착을 기반으로 한 플래시 강도의 동적 조정 Download PDFInfo
- Publication number
- KR102784569B1 KR102784569B1 KR1020227036028A KR20227036028A KR102784569B1 KR 102784569 B1 KR102784569 B1 KR 102784569B1 KR 1020227036028 A KR1020227036028 A KR 1020227036028A KR 20227036028 A KR20227036028 A KR 20227036028A KR 102784569 B1 KR102784569 B1 KR 102784569B1
- Authority
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- South Korea
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- intensity
- image
- imaging device
- computer program
- pigmentation
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- 208000032400 Retinal pigmentation Diseases 0.000 title claims abstract description 126
- 238000003384 imaging method Methods 0.000 claims abstract description 108
- 210000001525 retina Anatomy 0.000 claims abstract description 51
- 238000000034 method Methods 0.000 claims abstract description 28
- 208000012641 Pigmentation disease Diseases 0.000 claims description 54
- 230000019612 pigmentation Effects 0.000 claims description 54
- 238000004590 computer program Methods 0.000 claims description 50
- 230000002207 retinal effect Effects 0.000 claims description 11
- 238000010521 absorption reaction Methods 0.000 claims description 10
- 239000000090 biomarker Substances 0.000 description 22
- 238000010801 machine learning Methods 0.000 description 12
- 238000012545 processing Methods 0.000 description 11
- 238000003745 diagnosis Methods 0.000 description 9
- 238000010586 diagram Methods 0.000 description 9
- 208000017442 Retinal disease Diseases 0.000 description 8
- 239000000049 pigment Substances 0.000 description 7
- 230000004256 retinal image Effects 0.000 description 7
- 239000000790 retinal pigment Substances 0.000 description 7
- 230000005856 abnormality Effects 0.000 description 6
- 230000000007 visual effect Effects 0.000 description 6
- 238000002835 absorbance Methods 0.000 description 5
- 230000008569 process Effects 0.000 description 5
- 238000013528 artificial neural network Methods 0.000 description 4
- 231100000727 exposure assessment Toxicity 0.000 description 4
- 230000006870 function Effects 0.000 description 4
- 230000005540 biological transmission Effects 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
- 201000010099 disease Diseases 0.000 description 2
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 2
- 230000036541 health Effects 0.000 description 2
- 238000005286 illumination Methods 0.000 description 2
- 238000013507 mapping Methods 0.000 description 2
- 238000005259 measurement Methods 0.000 description 2
- 230000003068 static effect Effects 0.000 description 2
- 206010012689 Diabetic retinopathy Diseases 0.000 description 1
- 230000003044 adaptive effect Effects 0.000 description 1
- 210000004204 blood vessel Anatomy 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 239000002131 composite material Substances 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 230000008021 deposition Effects 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000009826 distribution Methods 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 238000003064 k means clustering Methods 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
- 230000005855 radiation Effects 0.000 description 1
- 230000011218 segmentation Effects 0.000 description 1
- 238000007619 statistical method Methods 0.000 description 1
- 238000012549 training Methods 0.000 description 1
Images
Classifications
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- 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
- A61B3/10—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
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Heart & Thoracic Surgery (AREA)
- Molecular Biology (AREA)
- Biophysics (AREA)
- Ophthalmology & Optometry (AREA)
- Biomedical Technology (AREA)
- Veterinary Medicine (AREA)
- Medical Informatics (AREA)
- Physics & Mathematics (AREA)
- Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Signal Processing (AREA)
- Eye Examination Apparatus (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| KR1020257008588A KR20250043585A (ko) | 2020-03-19 | 2021-03-15 | 망막 색소 침착을 기반으로 한 플래시 강도의 동적 조정 |
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US202062992037P | 2020-03-19 | 2020-03-19 | |
| US62/992,037 | 2020-03-19 | ||
| PCT/US2021/022424 WO2021188462A1 (en) | 2020-03-19 | 2021-03-15 | Dynamic adjustment of flash intensity based on retinal pigmentation |
Related Child Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020257008588A Division KR20250043585A (ko) | 2020-03-19 | 2021-03-15 | 망막 색소 침착을 기반으로 한 플래시 강도의 동적 조정 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| KR20230008041A KR20230008041A (ko) | 2023-01-13 |
| KR102784569B1 true KR102784569B1 (ko) | 2025-03-21 |
Family
ID=77747151
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020227036028A Active KR102784569B1 (ko) | 2020-03-19 | 2021-03-15 | 망막 색소 침착을 기반으로 한 플래시 강도의 동적 조정 |
| KR1020257008588A Pending KR20250043585A (ko) | 2020-03-19 | 2021-03-15 | 망막 색소 침착을 기반으로 한 플래시 강도의 동적 조정 |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020257008588A Pending KR20250043585A (ko) | 2020-03-19 | 2021-03-15 | 망막 색소 침착을 기반으로 한 플래시 강도의 동적 조정 |
Country Status (9)
| Country | Link |
|---|---|
| US (2) | US11980420B2 (enExample) |
| EP (1) | EP4120888A4 (enExample) |
| JP (3) | JP7556042B2 (enExample) |
| KR (2) | KR102784569B1 (enExample) |
| CN (1) | CN115666367A (enExample) |
| AU (2) | AU2021239843B2 (enExample) |
| CA (1) | CA3175920A1 (enExample) |
| IL (2) | IL315421A (enExample) |
| WO (1) | WO2021188462A1 (enExample) |
Families Citing this family (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11227155B2 (en) * | 2019-01-23 | 2022-01-18 | Alclear, Llc | Remote biometric identification and lighting |
| US12171496B2 (en) * | 2020-08-19 | 2024-12-24 | Digital Diagnostics Inc. | Using infrared to detect proper eye alignment before capturing retinal images |
| WO2024227926A1 (en) * | 2023-05-04 | 2024-11-07 | Gensight Biologics | Method for controlling the illumination of a surface of an object by a projecting unit and associated method and devices |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20160242734A1 (en) | 2012-02-02 | 2016-08-25 | Wei Su | Eye imaging apparatus and systems |
| US20190110753A1 (en) | 2017-10-13 | 2019-04-18 | Ai Technologies Inc. | Deep learning-based diagnosis and referral of ophthalmic diseases and disorders |
Family Cites Families (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6789900B2 (en) * | 1996-11-22 | 2004-09-14 | Jozef F. Van De Velde | Scanning laser ophthalmoscope optimized for selective retinal microphotocoagulation |
| US7433532B2 (en) | 2002-05-01 | 2008-10-07 | Kestrel Corporation | Max entropy optimized retinal camera |
| MXPA05011701A (es) * | 2003-05-01 | 2006-01-23 | Millennium Diet And Nutriceuti | Medicion de la distribucion del pigmento macular. |
| US7334896B2 (en) | 2005-09-30 | 2008-02-26 | Matthew Carnevale | Grayscale redistribution system to improve retinal imaging by reducing the effect of a highly reflective optic nerve |
| JP6066595B2 (ja) * | 2011-07-29 | 2017-01-25 | キヤノン株式会社 | 眼底画像の画像処理装置、眼底画像の画像処理方法、及びプログラム |
| US20140267668A1 (en) * | 2013-03-15 | 2014-09-18 | Lumetrics, Inc. | Portable fundus camera |
| NL2016013B1 (en) | 2015-12-23 | 2017-07-03 | Easyscan B V | Eye examination system comprising a fundus camera and an analyzing system. |
| US20200085882A1 (en) | 2017-03-16 | 2020-03-19 | Lineage Cell Therapeutics, Inc. | Methods for measuring therapeutic effects of retinal disease therapies |
| WO2019030375A2 (en) | 2017-08-11 | 2019-02-14 | Carl Zeiss Meditec, Inc. | SYSTEMS AND METHODS FOR ENHANCED OPHTHALMOLOGIC IMAGING |
| US11045083B2 (en) | 2017-10-17 | 2021-06-29 | Verily Life Sciences Llc | Flash optimization during retinal burst imaging |
| CN107692963B (zh) * | 2017-10-25 | 2019-04-23 | 视微影像(河南)科技有限公司 | 一种共聚焦扫描激光眼底镜 |
| CN109620137B (zh) * | 2018-12-17 | 2022-02-08 | 深圳盛达同泽科技有限公司 | 视网膜曝光方法、装置、电子设备及可读存储介质 |
| US11880976B2 (en) * | 2020-03-19 | 2024-01-23 | Digital Diagnostics Inc. | Image retention and stitching for minimal-flash eye disease diagnosis |
-
2021
- 2021-03-15 CA CA3175920A patent/CA3175920A1/en active Pending
- 2021-03-15 EP EP21770527.6A patent/EP4120888A4/en active Pending
- 2021-03-15 JP JP2022555776A patent/JP7556042B2/ja active Active
- 2021-03-15 WO PCT/US2021/022424 patent/WO2021188462A1/en not_active Ceased
- 2021-03-15 CN CN202180036860.9A patent/CN115666367A/zh active Pending
- 2021-03-15 US US17/202,191 patent/US11980420B2/en active Active
- 2021-03-15 KR KR1020227036028A patent/KR102784569B1/ko active Active
- 2021-03-15 KR KR1020257008588A patent/KR20250043585A/ko active Pending
- 2021-03-15 IL IL315421A patent/IL315421A/en unknown
- 2021-03-15 IL IL296367A patent/IL296367B2/en unknown
- 2021-03-15 AU AU2021239843A patent/AU2021239843B2/en active Active
-
2024
- 2024-03-29 US US18/622,593 patent/US20240237895A1/en active Pending
- 2024-09-11 JP JP2024157258A patent/JP7728941B2/ja active Active
- 2024-10-30 AU AU2024227749A patent/AU2024227749A1/en active Pending
-
2025
- 2025-08-13 JP JP2025134880A patent/JP7897996B2/ja active Active
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20160242734A1 (en) | 2012-02-02 | 2016-08-25 | Wei Su | Eye imaging apparatus and systems |
| US20190110753A1 (en) | 2017-10-13 | 2019-04-18 | Ai Technologies Inc. | Deep learning-based diagnosis and referral of ophthalmic diseases and disorders |
Also Published As
| Publication number | Publication date |
|---|---|
| KR20250043585A (ko) | 2025-03-28 |
| JP7556042B2 (ja) | 2024-09-25 |
| CA3175920A1 (en) | 2021-09-23 |
| IL296367B1 (en) | 2024-10-01 |
| US20240237895A1 (en) | 2024-07-18 |
| US11980420B2 (en) | 2024-05-14 |
| EP4120888A4 (en) | 2024-04-10 |
| JP2024169447A (ja) | 2024-12-05 |
| EP4120888A1 (en) | 2023-01-25 |
| WO2021188462A1 (en) | 2021-09-23 |
| JP7897996B2 (ja) | 2026-07-30 |
| JP2023517707A (ja) | 2023-04-26 |
| KR20230008041A (ko) | 2023-01-13 |
| AU2024227749A1 (en) | 2024-11-21 |
| CN115666367A (zh) | 2023-01-31 |
| IL315421A (en) | 2024-11-01 |
| JP2025156623A (ja) | 2025-10-14 |
| JP7728941B2 (ja) | 2025-08-25 |
| AU2021239843A1 (en) | 2022-11-17 |
| US20210290055A1 (en) | 2021-09-23 |
| IL296367A (en) | 2022-11-01 |
| IL296367B2 (en) | 2025-02-01 |
| AU2021239843B2 (en) | 2024-08-01 |
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Legal Events
| Date | Code | Title | Description |
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| PA0105 | International application |
Patent event date: 20221017 Patent event code: PA01051R01D Comment text: International Patent Application |
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Comment text: Notification of reason for refusal Patent event date: 20240828 Patent event code: PE09021S01D |
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| PE0701 | Decision of registration |
Patent event code: PE07011S01D Comment text: Decision to Grant Registration Patent event date: 20241226 |
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| GRNT | Written decision to grant | ||
| PR0701 | Registration of establishment |
Comment text: Registration of Establishment Patent event date: 20250317 Patent event code: PR07011E01D |
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| PR1002 | Payment of registration fee |
Payment date: 20250318 End annual number: 3 Start annual number: 1 |
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| PG1601 | Publication of registration |