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Artificial Intelligence November 2024

Developing a 10-Layer Retinal Segmentation for MacTel Using Semi-Supervised Learning

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Aayush Verma; Simone Tzaridis; Marian Blazes; Martin Friedlander; Aaron Y. Lee; Yue Wu
TAGS: deep learning, learning, datasets, eye, training
Trans. Vis. Sci. Tech.. 2024; 13(11):2. https://doi.org/10.1167/tvst.13.11.2

Includes: Supplemental Content

Artificial Intelligence August 2024

Topographic Clinical Insights From Deep Learning–Based Geographic Atrophy Progression Prediction

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Julia Cluceru; Neha Anegondi; Simon S. Gao; Aaron Y. Lee; Eleonora M. Lad; Usha Chakravarthy; Qi Yang; Verena Steffen; Michel Friesenhahn; Christina Rabe; Daniela Ferrara
TAGS: ablation, age-related macular degeneration, nonexudative, datasets, deep learning, masks, diagnostic imaging, growth rate, pixel, shape
Trans. Vis. Sci. Tech.. 2024; 13(8):6. https://doi.org/10.1167/tvst.13.8.6

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2024

Eye Adult Changes in Thought (Eye ACT) study: Settings and report on the inaugural cohort

Kevin Zhao; Christina Duong; Caitlyn Ngadisastra; Missy Takahashi; Beth Pope; Beverly Schaaf; Julie Cooper; Jason Kam; Michael Brush; Laura Gibbons; Aaron Y. Lee; David Arteburn; Eric Larson; Paul K. Crane; Cecilia S Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):6367.

ARVO Annual Meeting Abstract June 2024

Automated periorbital segmentation for gaze measurement in oculoplastic patients

Yelena Bagdasarova; Alexandra Van Brummen; Jolan Wu; Colin Froines; Julia Owen; Cecilia S Lee; Matthew Zhang; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5483.

ARVO Annual Meeting Abstract June 2024

Retinal and choroidal changes in patients with dementia assessed by swept-source optical coherence tomography angiography

Yi Zhang; Yu Jiang; Christina Duong; Missy Takahashi; Yufen Lin; Suman Jayadev; Yue Wu; Aaron Y. Lee; Cecilia S Lee; Ruikang K Wang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3893.

ARVO Annual Meeting Abstract June 2024

Retinomics.org: Visualizing multi-omic spatial effects on high-resolution AI-derived retinal thickness

Julia Owen; Victoria E Jackson; Roberto Bonelli; Samaneh Farashi; Yuka Kihara; Marin Gantner; Catherine A Egan; Katie Williams; Brendan Robert E Ansell; Adnan Tufail; Melanie Bahlo; Aaron Y. Lee; Yue Wu

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):660.

ARVO Annual Meeting Abstract June 2024

Artificial Intelligence Ready and Equitable Atlas for Diabetes Insights (AI-READI) study: Report on recruitment strategy and pilot data collection

Alina Ferguson; Cari Drolet; Trina Kim; Cath Ashley; Julia Owen; Missy Takahashi; Dawn Mathies; Shay Paselio; Sally Liu Baxter; Aaron Y Lee; Linda M Zangwill; Cecilia S Lee; Gerald McGwin; Cynthia Owsley

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3727.

ARVO Annual Meeting Abstract June 2024

Artificial Intelligence Ready and Equitable Atlas for Diabetes Insights (AI-READI) Research Internship Program: Recruiting and Developing a Diverse AI Workforce

Sally Liu Baxter; Linda M Zangwill; Victoria Patronilo; Virginia de Sa; Bradley Voytek; Garrison Cottrell; Camille Nebeker; Samantha Hurst; Cecilia S Lee; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3726.

ARVO Annual Meeting Abstract June 2024

Detection of Double Layer Sign in OCT using multi-modal learning

Yuka Kihara; Mengxi Shen; Yingying Shi; Liang Wang; Rita Laiginhas; Xiaoshuang Jiang; Alessandro Berni; Jermy Liu; Farhan Hiya; Jianqing Li; Giovanni Gregori; Philip J Rosenfeld; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2382.

ARVO Annual Meeting Abstract June 2024

Portable Environmental Sensor Enabling Studies of Exposome on Ocular Health

Jamie Shaffer; Nayoon Gim; Ran Wei; Julia Owen; Cecilia S Lee; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):6370.

ARVO Annual Meeting Abstract June 2024

Generation of a Multimodal Atlas of Type 2 Diabetes for Artificial Intelligence (AI-READI): Purpose and Design

Dawn Matthies; Julia Owen; Gerald McGwin; Cynthia Owsley; Sally Liu Baxter; Linda M Zangwill; Cecilia S Lee; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3728.

ARVO Annual Meeting Abstract June 2024

Development of a Combinatorial Ophthalmic Biomarker of Dementia

Marian S. Blazes; Christina Duong; Trina Kim; Yu Jiang; Kevin Zhao; Alina Ferguson; Caitlyn Ngadisastra; Aaron Y. Lee; Paul K. Crane; Emily Trittschuh; Suman Jayadev; Cecilia S Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1373.

ARVO Annual Meeting Abstract June 2024

Streamlined DICOM Standardization in Retinal Imaging: Bridging Gaps in Ophthalmic Healthcare and AI Research

Nayoon Gim; Jamie Shaffer; Julia Owen; Cari Drolet; Cecilia S Lee; Ruikang K Wang; Aaron Y. Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5879.

ARVO Annual Meeting Abstract June 2024

Barriers to automated visual field perimetry data extraction, harmonization, and representation in OMOP

Shahin Hallaj; Swarup S. Swaminathan; Sophia Wang; Benjamin Y. Xu; Dilru Amarasekera; Michael V. Boland; Brian Craig Stagg; Michelle Hribar; Kaveri Thakoor; Kerry E. Goetz; Jonathan S. Myers; Aaron Y Lee; Mark Christopher; Linda M Zangwill; Robert Weinreb; Sally Liu Baxter

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4793.

ARVO Annual Meeting Abstract June 2024

Multi-omic spatial effects on high-resolution AI-derived retinal thickness

Roberto Bonelli; Victoria E Jackson; Yue Wu; Julia Owen; Samaneh Farashi; Yuka Kihara; Marin Gantner; Catherine A Egan; Katie Williams; Brendan Robert E Ansell; Adnan Tufail; Aaron Y Lee; Melanie Bahlo

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):655.

ARVO Annual Meeting Abstract June 2024

Retinal Melanin Measured From Routine Fundus Photos is Associated With Age-Related Macular Degeneration Risk

Anand E Rajesh; Abraham Olvera-Barrios; Yue Wu; Adnan Tufail; Cecilia S Lee; Catherine A Egan; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3747.

ARVO Annual Meeting Abstract June 2024

EyeTests.org: online functional visual tests

Yue Wu; Abraham Olvera-Barrios; Cecilia S Lee; Adnan Tufail; Catherine A Egan; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1830.

ARVO Annual Meeting Abstract June 2024

Clinical Dataset Structure: A Universal Standard for Structuring Clinical Research Data and Metadata

Bhavesh Patel; Sanjay Soundarajan; Aydan Gasimova; Nayoon Gim; Jamie Shaffer; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2418.

ARVO Annual Meeting Abstract June 2024

Ethnicity is not biology: retinal pigment score (RPS) to evaluate biological variability from ophthalmic imaging using machine learning

Catherine A Egan; Abraham Olvera-Barrios; Anand E Rajesh; Alasdair N Warwick; Yue Wu; Adnan Tufail; Pearse Andrew Keane; Alastair Denniston; Cecilia S Lee; Kelsey V Stuart; Anthony Khawaja; Paul J Foster; Robert Luben; Aaron Y. Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5651.

ARVO Annual Meeting Abstract June 2024

Advancing Diagnostic Accuracy: Role of image generation in Automated Disease Detection

Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2.

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Developing a 10-Layer Retinal Segmentation for MacTel Using Semi-Supervised Learning

Topographic Clinical Insights From Deep Learning–Based Geographic Atrophy Progression Prediction

Eye Adult Changes in Thought (Eye ACT) study: Settings and report on the inaugural cohort

Automated periorbital segmentation for gaze measurement in oculoplastic patients

Retinal and choroidal changes in patients with dementia assessed by swept-source optical coherence tomography angiography

Retinomics.org: Visualizing multi-omic spatial effects on high-resolution AI-derived retinal thickness

Artificial Intelligence Ready and Equitable Atlas for Diabetes Insights (AI-READI) study: Report on recruitment strategy and pilot data collection

Artificial Intelligence Ready and Equitable Atlas for Diabetes Insights (AI-READI) Research Internship Program: Recruiting and Developing a Diverse AI Workforce

Detection of Double Layer Sign in OCT using multi-modal learning

Portable Environmental Sensor Enabling Studies of Exposome on Ocular Health

Generation of a Multimodal Atlas of Type 2 Diabetes for Artificial Intelligence (AI-READI): Purpose and Design

Development of a Combinatorial Ophthalmic Biomarker of Dementia

Streamlined DICOM Standardization in Retinal Imaging: Bridging Gaps in Ophthalmic Healthcare and AI Research

Barriers to automated visual field perimetry data extraction, harmonization, and representation in OMOP

Multi-omic spatial effects on high-resolution AI-derived retinal thickness

Retinal Melanin Measured From Routine Fundus Photos is Associated With Age-Related Macular Degeneration Risk

EyeTests.org: online functional visual tests

Clinical Dataset Structure: A Universal Standard for Structuring Clinical Research Data and Metadata

Ethnicity is not biology: retinal pigment score (RPS) to evaluate biological variability from ophthalmic imaging using machine learning

Advancing Diagnostic Accuracy: Role of image generation in Automated Disease Detection

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