CA2204692A1 - Neural network analysis for multifocal contact lens design - Google Patents
Neural network analysis for multifocal contact lens designInfo
- Publication number
- CA2204692A1 CA2204692A1 CA002204692A CA2204692A CA2204692A1 CA 2204692 A1 CA2204692 A1 CA 2204692A1 CA 002204692 A CA002204692 A CA 002204692A CA 2204692 A CA2204692 A CA 2204692A CA 2204692 A1 CA2204692 A1 CA 2204692A1
- Authority
- CA
- Canada
- Prior art keywords
- neural network
- network analysis
- contact lens
- lens design
- multifocal contact
- 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.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G02—OPTICS
- G02C—SPECTACLES; SUNGLASSES OR GOGGLES INSOFAR AS THEY HAVE THE SAME FEATURES AS SPECTACLES; CONTACT LENSES
- G02C7/00—Optical parts
- G02C7/02—Lenses; Lens systems ; Methods of designing lenses
- G02C7/04—Contact lenses for the eyes
- G02C7/041—Contact lenses for the eyes bifocal; multifocal
- G02C7/044—Annular configuration, e.g. pupil tuned
-
- G—PHYSICS
- G02—OPTICS
- G02C—SPECTACLES; SUNGLASSES OR GOGGLES INSOFAR AS THEY HAVE THE SAME FEATURES AS SPECTACLES; CONTACT LENSES
- G02C7/00—Optical parts
- G02C7/02—Lenses; Lens systems ; Methods of designing lenses
- G02C7/024—Methods of designing ophthalmic lenses
- G02C7/028—Special mathematical design techniques
-
- G—PHYSICS
- G02—OPTICS
- G02C—SPECTACLES; SUNGLASSES OR GOGGLES INSOFAR AS THEY HAVE THE SAME FEATURES AS SPECTACLES; CONTACT LENSES
- G02C7/00—Optical parts
- G02C7/02—Lenses; Lens systems ; Methods of designing lenses
- G02C7/04—Contact lenses for the eyes
- G02C7/041—Contact lenses for the eyes bifocal; multifocal
- G02C7/042—Simultaneous type
Abstract
The present invention discloses a method for optimizing multifocal lens designs using neural network analysis. More specifically, a neural network is trained using data collected in clinical evaluations of various multifocal lens designs. The trained neural network is then used to predict optimal lens designs for large populations of patients.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US08/647,005 | 1996-05-09 | ||
US08/647,005 US5724258A (en) | 1996-05-09 | 1996-05-09 | Neural network analysis for multifocal contact lens design |
Publications (2)
Publication Number | Publication Date |
---|---|
CA2204692A1 true CA2204692A1 (en) | 1997-11-09 |
CA2204692C CA2204692C (en) | 2009-08-04 |
Family
ID=24595329
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CA002204692A Expired - Fee Related CA2204692C (en) | 1996-05-09 | 1997-05-07 | Neural network analysis for multifocal contact lens design |
Country Status (8)
Country | Link |
---|---|
US (1) | US5724258A (en) |
EP (1) | EP0806694B1 (en) |
JP (1) | JP4018193B2 (en) |
AT (1) | ATE227854T1 (en) |
AU (1) | AU712104B2 (en) |
CA (1) | CA2204692C (en) |
DE (1) | DE69716994T2 (en) |
SG (1) | SG80571A1 (en) |
Families Citing this family (55)
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CA2306864C (en) * | 1998-03-04 | 2012-05-15 | Visx, Incorporated | Systems for laser treatment of presbyopia using offset imaging |
US6176580B1 (en) * | 1999-04-02 | 2001-01-23 | Johnson & Johnson Vision Care, Inc. | Method of designing and fitting contact lenses taking into account material properties of the lenses |
JP2004533660A (en) * | 2000-10-18 | 2004-11-04 | ジヨンソン・アンド・ジヨンソン・コンシユーマー・カンパニーズ・インコーポレーテツド | Intelligent performance-based product recommendation system |
EP1205863A1 (en) * | 2000-11-14 | 2002-05-15 | Honda R&D Europe (Deutschland) GmbH | Multi-objective optimization |
AU2002252769A1 (en) | 2000-11-30 | 2002-06-11 | Sarver And Associates | Advanced vision intervention algorithm |
EP1235180A1 (en) | 2001-02-26 | 2002-08-28 | Honda R&D Europe (Deutschland) GmbH | Parameter adaptation in evolution strategies |
US7605649B2 (en) * | 2001-03-13 | 2009-10-20 | Marvell World Trade Ltd. | Nested transimpedance amplifier |
JP2004534964A (en) | 2001-04-27 | 2004-11-18 | ノバルティス アクチエンゲゼルシャフト | Automatic lens design and manufacturing system |
US7123985B2 (en) * | 2002-04-12 | 2006-10-17 | Johnson & Johnson Vision Care, Inc. | Design build test cycle reduction |
US6932808B2 (en) * | 2002-11-19 | 2005-08-23 | Visx, Incorporated | Ablation shape for the correction of presbyopia |
DE10255189B4 (en) * | 2002-11-27 | 2005-12-22 | Photeon Technologies Gmbh | Method of designing waveguide geometries in integrated optical devices |
US7896916B2 (en) * | 2002-11-29 | 2011-03-01 | Amo Groningen B.V. | Multifocal ophthalmic lens |
SE0203564D0 (en) | 2002-11-29 | 2002-11-29 | Pharmacia Groningen Bv | Multifocal opthalmic lens |
US8911086B2 (en) | 2002-12-06 | 2014-12-16 | Amo Manufacturing Usa, Llc | Compound modulation transfer function for laser surgery and other optical applications |
US7434936B2 (en) * | 2002-12-06 | 2008-10-14 | Amo Manufacturing Usa, Llc | Residual accommodation threshold for correction of presbyopia and other presbyopia correction using patient data |
US7460288B2 (en) * | 2002-12-06 | 2008-12-02 | Amo Manufacturing Usa, Llc | Methods for determining refractive corrections from wavefront measurements |
US7320517B2 (en) | 2002-12-06 | 2008-01-22 | Visx, Incorporated | Compound modulation transfer function for laser surgery and other optical applications |
US8342686B2 (en) | 2002-12-06 | 2013-01-01 | Amo Manufacturing Usa, Llc. | Compound modulation transfer function for laser surgery and other optical applications |
MXPA05006000A (en) * | 2002-12-06 | 2005-08-18 | Visx Inc | Presbyopia correction using patient data. |
US6951391B2 (en) * | 2003-06-16 | 2005-10-04 | Apollo Optical Systems Llc | Bifocal multiorder diffractive lenses for vision correction |
AU2004292165B2 (en) | 2003-11-14 | 2010-09-09 | Essilor International (Compagnie Generale D'optique) | System for manufacturing an optical lens |
EP1598751B1 (en) * | 2004-01-12 | 2014-06-25 | Honda Research Institute Europe GmbH | Estimation of distribution algorithm (EDA) |
EP1557788B1 (en) * | 2004-01-26 | 2008-04-16 | Honda Research Institute Europe GmbH | Reduction of fitness evaluations using clustering technique and neural network ensembles |
MXPA06009379A (en) * | 2004-02-20 | 2007-03-29 | Visx Inc | Volumetric point spread function for eye diagnosis and treatment. |
JP2007531559A (en) * | 2004-02-20 | 2007-11-08 | オフソニックス,インク | System and method for analyzing wavefront aberrations |
US20050261752A1 (en) * | 2004-05-18 | 2005-11-24 | Visx, Incorporated | Binocular optical treatment for presbyopia |
US7387387B2 (en) * | 2004-06-17 | 2008-06-17 | Amo Manufacturing Usa, Llc | Correction of presbyopia using adaptive optics and associated methods |
US7156516B2 (en) * | 2004-08-20 | 2007-01-02 | Apollo Optical Systems Llc | Diffractive lenses for vision correction |
US7025456B2 (en) * | 2004-08-20 | 2006-04-11 | Apollo Optical Systems, Llc | Diffractive lenses for vision correction |
AU2005299605C1 (en) * | 2004-10-25 | 2012-02-16 | Johnson & Johnson Surgical Vision, Inc. | Ophthalmic lens with multiple phase plates |
US7922326B2 (en) | 2005-10-25 | 2011-04-12 | Abbott Medical Optics Inc. | Ophthalmic lens with multiple phase plates |
US20060229932A1 (en) * | 2005-04-06 | 2006-10-12 | Johnson & Johnson Services, Inc. | Intelligent sales and marketing recommendation system |
US7413566B2 (en) * | 2005-05-19 | 2008-08-19 | Amo Manufacturing Usa, Llc | Training enhanced pseudo accommodation methods, systems and devices for mitigation of presbyopia |
EP1768053A1 (en) * | 2005-09-12 | 2007-03-28 | Honda Research Institute Europe GmbH | Evolutionary search for robust solutions |
US8147063B2 (en) * | 2006-04-21 | 2012-04-03 | Otc Optics Llc | Method for minimizing prism in over-the-counter eyeglasses and optical devices |
SG148891A1 (en) * | 2007-06-21 | 2009-01-29 | Novartis Ag | Engineering expert system |
US7625086B2 (en) * | 2007-08-28 | 2009-12-01 | Johnson & Johnson Vision Care, Inc. | Method of designing multifocal contact lenses |
CN108013952A (en) | 2012-08-31 | 2018-05-11 | Amo格罗宁根私人有限公司 | Polycyclic crystalline lens, system and method for extended focal depth |
US9470911B2 (en) * | 2013-08-22 | 2016-10-18 | Bespoke, Inc. | Method and system to create products |
EP3413839A1 (en) | 2016-02-09 | 2018-12-19 | AMO Groningen B.V. | Progressive power intraocular lens, and methods of use and manufacture |
US10018854B2 (en) | 2016-06-22 | 2018-07-10 | Indizen Optical Technologies of America, LLC | Custom ophthalmic lens design derived from multiple data sources |
EP3321831B1 (en) | 2016-11-14 | 2019-06-26 | Carl Zeiss Vision International GmbH | Device for determining predicted subjective refraction data or predicted subjective correction data and computer program |
EP3595584A1 (en) | 2017-03-17 | 2020-01-22 | AMO Groningen B.V. | Diffractive intraocular lenses for extended range of vision |
US11523897B2 (en) | 2017-06-23 | 2022-12-13 | Amo Groningen B.V. | Intraocular lenses for presbyopia treatment |
WO2019002390A1 (en) | 2017-06-28 | 2019-01-03 | Amo Groningen B.V. | Extended range and related intraocular lenses for presbyopia treatment |
EP3646110A1 (en) | 2017-06-28 | 2020-05-06 | Amo Groningen B.V. | Diffractive lenses and related intraocular lenses for presbyopia treatment |
US11327210B2 (en) | 2017-06-30 | 2022-05-10 | Amo Groningen B.V. | Non-repeating echelettes and related intraocular lenses for presbyopia treatment |
CN107976804B (en) * | 2018-01-24 | 2020-11-24 | 苏州浪潮智能科技有限公司 | Design method, device, equipment and storage medium of lens optical system |
EP3881129A1 (en) * | 2018-11-15 | 2021-09-22 | Essilor International | A method and system for determining parameters used to manufacture an optical article and a corresponding optical article |
WO2020102762A1 (en) * | 2018-11-16 | 2020-05-22 | Arizona Board Of Regents On Behalf Of The University Of Arizona | Optical system design |
EP4023181A4 (en) | 2019-08-27 | 2023-06-14 | Visuworks | Lens determination method and device using same |
EP3798944A1 (en) * | 2019-09-30 | 2021-03-31 | Hoya Lens Thailand Ltd. | Learning model generation method, computer program, eyeglass lens selection support method, and eyeglass lens selection support system |
WO2021136617A1 (en) | 2019-12-30 | 2021-07-08 | Amo Groningen B.V. | Lenses having diffractive profiles with irregular width for vision treatment |
DE102020004840A1 (en) * | 2020-08-07 | 2022-02-10 | Rodenstock Gmbh | Improved calculation of ophthalmic lenses |
WO2023135745A1 (en) * | 2022-01-14 | 2023-07-20 | オリンパス株式会社 | Optical system design system, optical system design method, trained model, program, and information recording medium |
Family Cites Families (22)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO1987000299A1 (en) * | 1985-06-24 | 1987-01-15 | Leonard Bronstein | Contact lens |
FR2573876A1 (en) * | 1984-11-26 | 1986-05-30 | Vinzia Francis | MULTIFOCAL LENS, PROCESS FOR PREPARING SAME, AND USE AS A CONTACT LENS OR AN INTRAOCULAR IMPLANT TO REPLACE THE CRYSTALLINE |
FI79619C (en) * | 1984-12-31 | 1990-01-10 | Antti Vannas | Intraocular lens |
EP0201231A3 (en) * | 1985-05-03 | 1989-07-12 | THE COOPER COMPANIES, INC. (formerly called CooperVision, Inc.) | Method of treating presbyopia with concentric bifocal contact lenses |
AU7540287A (en) * | 1986-06-05 | 1988-01-11 | Precision-Cosmet Co., Inc. | One-piece bifocal intraocular lens construction |
US5225858A (en) * | 1987-06-01 | 1993-07-06 | Valdemar Portney | Multifocal ophthalmic lens |
US4838675A (en) * | 1987-06-19 | 1989-06-13 | Sola International Holdings, Ltd. | Method for improving progressive lens designs and resulting article |
US4869587A (en) * | 1987-12-16 | 1989-09-26 | Breger Joseph L | Presbyopic contact lens |
ES2081811T3 (en) * | 1988-07-20 | 1996-03-16 | Allen L Dr Cohen | MULTIFOCAL DIFRACTIVE OPTICAL ELEMENT. |
GB9008582D0 (en) * | 1990-04-17 | 1990-06-13 | Pilkington Diffractive Lenses | Method and contact lenses for treating presbyobia |
US5112351A (en) * | 1990-10-12 | 1992-05-12 | Ioptex Research Inc. | Multifocal intraocular lenses |
US5198844A (en) * | 1991-07-10 | 1993-03-30 | Johnson & Johnson Vision Products, Inc. | Segmented multifocal contact lens |
FR2688898A1 (en) * | 1992-03-23 | 1993-09-24 | Chemoul Alain | Contact lens and method of producing it |
US5430506A (en) * | 1992-11-06 | 1995-07-04 | Volk; Donald A. | Indirect ophthalmoscopy lens for use with slit lamp biomicroscope |
US5448312A (en) * | 1992-12-09 | 1995-09-05 | Johnson & Johnson Vision Products, Inc. | Pupil-tuned multifocal ophthalmic lens |
US5619289A (en) * | 1993-03-31 | 1997-04-08 | Permeable Technologies, Inc. | Multifocal contact lens |
US5493350A (en) * | 1993-03-31 | 1996-02-20 | Seidner; Leonard | Multipocal contact lens and method for preparing |
US5404183A (en) * | 1993-03-31 | 1995-04-04 | Seidner; Leonard | Multifocal contact lens and method for preparing |
US5526071A (en) * | 1993-03-31 | 1996-06-11 | Permeable Technologies, Inc. | Multifocal contact lens and method for preparing |
US5517260A (en) * | 1994-03-28 | 1996-05-14 | Vari-Site, Inc. | Ophthalmic lens having a progressive multifocal zone and method of manufacturing same |
WO1996008745A1 (en) * | 1994-09-16 | 1996-03-21 | Permeable Technologies, Inc. | Multifocal contact lens and method for preparing |
IL117935A0 (en) * | 1995-05-04 | 1996-08-04 | Johnson & Johnson Vision Prod | Multifocal ophthalmic lens |
-
1996
- 1996-05-09 US US08/647,005 patent/US5724258A/en not_active Expired - Lifetime
-
1997
- 1997-05-02 SG SG9701371A patent/SG80571A1/en unknown
- 1997-05-06 AU AU20062/97A patent/AU712104B2/en not_active Ceased
- 1997-05-07 CA CA002204692A patent/CA2204692C/en not_active Expired - Fee Related
- 1997-05-08 EP EP97303145A patent/EP0806694B1/en not_active Expired - Lifetime
- 1997-05-08 AT AT97303145T patent/ATE227854T1/en not_active IP Right Cessation
- 1997-05-08 DE DE69716994T patent/DE69716994T2/en not_active Expired - Lifetime
- 1997-05-08 JP JP13296097A patent/JP4018193B2/en not_active Expired - Fee Related
Also Published As
Publication number | Publication date |
---|---|
EP0806694A3 (en) | 1999-02-24 |
AU712104B2 (en) | 1999-10-28 |
EP0806694B1 (en) | 2002-11-13 |
ATE227854T1 (en) | 2002-11-15 |
CA2204692C (en) | 2009-08-04 |
JPH1068913A (en) | 1998-03-10 |
MX9703455A (en) | 1998-06-28 |
JP4018193B2 (en) | 2007-12-05 |
EP0806694A2 (en) | 1997-11-12 |
SG80571A1 (en) | 2001-05-22 |
US5724258A (en) | 1998-03-03 |
AU2006297A (en) | 1997-11-27 |
DE69716994T2 (en) | 2003-07-03 |
DE69716994D1 (en) | 2002-12-19 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
EEER | Examination request | ||
MKLA | Lapsed |
Effective date: 20170510 |