Strong versus Weak Data Labeling for Artificial Intelligence Algorithms in the Measurement of Geographic Atrophy

Authors: Amitha Domalpally, MD, PhD, Robert Slater, PhD, Rachel E. Linderman, PhD, Rohit Balaji, Jacob Bogost, Rick Voland, PhD, Jeong Pak, PhD, Barbara A. Blodi, MD, Roomasa Channa, MD, Donald Fong, MD, Emily Y. Chew, MD

Source: Ophthalmology Science, Vol 4, Iss 5, Pp 100477- (2024)

Subject Terms: Artificial intelligence, Geographic atrophy, Dry AMD, Data labeling, Ophthalmology, RE1-994

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666914524000137; https://doaj.org/toc/2666-9145

Access URL: https://doaj.org/article/0d3b01e7a2364f998155a36fc00d6367

Comparison of Standard 7-Field, Clarus, and Optos Ultrawidefield Imaging Systems for Diabetic Retinopathy (COCO Study)

Authors: Nicole Duncan, MD, Nancy Barrett, MS, Kathleen Schildroth, MD, Jonathan S. Chang, MD, Roomasa Channa, MD, Kelsey Rickels, OD, Amitha Domalpally, MD, PhD, Barbara Blodi, MD

Source: Ophthalmology Science, Vol 4, Iss 3, Pp 100427- (2024)

Subject Terms: 7-Field imaging, Diabetic retinopathy, ETDRS scale, Retinal imaging, Ultra-widefield imaging, Ophthalmology, RE1-994

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666914523001598; https://doaj.org/toc/2666-9145

Access URL: https://doaj.org/article/0a6cf35594714e52b795b5a5c465cfc5

Imaging Modalities for Assessing the Vascular Component of Diabetic Retinal Disease: Review and Consensus for an Updated Staging System

Authors: Tien-En Tan, MBBS (Hons), FRCOphth, Lee M. Jampol, MD, Frederick L. Ferris, MD, Ramin Tadayoni, MD, PhD, Srinivas R. Sadda, MD, Victor Chong, MD, FRCOphth, Amitha Domalpally, MD, PhD, Barbara L. Blodi, MD, Elia J. Duh, MD, Christine A. Curcio, PhD, David A. Antonetti, PhD, Sanjoy Dutta, PhD, S. Robert Levine, MD, Jennifer K. Sun, MD, MPH, Thomas W. Gardner, MD, MS, Tien Yin Wong, MD, PhD

Source: Ophthalmology Science, Vol 4, Iss 3, Pp 100449- (2024)

Subject Terms: Diabetic retinopathy, Classification system, Severity scale, Risk stratification, Imaging modalities, Ophthalmology, RE1-994

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666914523001811; https://doaj.org/toc/2666-9145

Access URL: https://doaj.org/article/bbd3d6852c8f4fc5a8e43e9cf46b6999

Implementation of a Large-Scale Image Curation Workflow Using Deep Learning Framework

Authors: Amitha Domalpally, MD, PhD, Robert Slater, PhD, Nancy Barrett, MS, Rick Voland, MS, Rohit Balaji, BA, Jennifer Heathcote, BA, Roomasa Channa, MD, Barbara Blodi, MD

Source: Ophthalmology Science, Vol 2, Iss 4, Pp 100198- (2022)

Subject Terms: Artificial intelligence, Deep learning, Fundus photograph, Image curation, Machine learning, Metadata, Ophthalmology, RE1-994

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666914522000872; https://doaj.org/toc/2666-9145

Access URL: https://doaj.org/article/9d17539b74d04e7691c9597143539743

Retinal Thickness and Morphology Changes on OCT in Youth with Type 2 Diabetes

Authors: Mihai Mititelu, MD, MPH, Diane Uschner, PhD, Lindsay Doherty, PhD, Petter Bjornstad, MD, Amitha Domalpally, MD, PhD, Kimberly L. Drews, PhD, Rose Gubitosi-Klug, MD, PhD, Lynne L. Levitsky, MD, Jeong W. Pak, PhD, Neil H. White, MD, Barbara A. Blodi, MD

Source: Ophthalmology Science, Vol 2, Iss 4, Pp 100191- (2022)

Subject Terms: Glycemic control, Macular morphology, Posterior vitreous detachment, Retinal thickening, Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) study, Ophthalmology, RE1-994

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S266691452200080X; https://doaj.org/toc/2666-9145

Access URL: https://doaj.org/article/f4bc5901cbbf4f9bb697f66b19e457c2

Comparison of Ultra-Widefield Imaging and Standard Imaging in Assessment of Early Treatment Diabetic Retinopathy Severity Scale

Authors: Amitha Domalpally, MD, PhD, Nancy Barrett, MS, James Reimers, BS, Barbara Blodi, MD

Source: Ophthalmology Science, Vol 1, Iss 2, Pp 100029- (2021)

Subject Terms: Diabetic retinopathy, ETDRS level, ETDRS scale, Fundus photography, Retinal imaging, 7-Field photography, Ophthalmology, RE1-994

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666914521000270; https://doaj.org/toc/2666-9145

Access URL: https://doaj.org/article/c5976e446d3c4921945ef1e65c574cce