Estimating Uncertainty of Geographic Atrophy Segmentations with Bayesian Deep Learning

Autor: Spaide, Theodore, Rajesh, Anand E., Gim, Nayoon, Blazes, Marian, Lee, Cecilia S., Macivannan, Niranchana, Lee, Gary, Lewis, Warren, Salehi, Ali, de Sisternes, Luis, Herrera, Gissel, Shen, Mengxi, Gregori, Giovanni, Rosenfeld, Philip J., Pramil, Varsha, Waheed, Nadia, Wu, Yue, Zhang, Qinqin, Lee, Aaron Y.

Publikováno v: In Ophthalmology Science January-February 2025 5(1)

Sociodemographic and Visual Outcomes of Juvenile Idiopathic Arthritis Uveitis: IRIS^® Registry Study.

Autor: Davidson, Oliver (AUTHOR), Rajesh, Anand E (AUTHOR), Blazes, Marian (AUTHOR), Batchelor, Ashley (AUTHOR), Lee, Aaron Y (AUTHOR), Lee, Cecilia S (AUTHOR), Huang, Laura C (AUTHOR)

Publikováno v: Clinical Ophthalmology. May2024, Vol. 18, p1257-1266. 10p.

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Estimating Uncertainty of Geographic Atrophy Segmentations with Bayesian Deep Learning.

Autor: Spaide T; Department of Ophthalmology, University of Washington, Seattle, Washington.; The Roger and Angie Karalis Retina Center, Seattle, Washington.; Topcon Healthcare, Oakland, New Jersey., Rajesh AE; Department of Ophthalmology, University of Washington, Seattle, Washington.; The Roger and Angie Karalis Retina Center, Seattle, Washington., Gim N; Department of Ophthalmology, University of Washington, Seattle, Washington.; The Roger and Angie Karalis Retina Center, Seattle, Washington.; Department of Bioengineering, University of Washington, Seattle, Washington., Blazes M; Department of Ophthalmology, University of Washington, Seattle, Washington.; The Roger and Angie Karalis Retina Center, Seattle, Washington., Lee CS; Department of Ophthalmology, University of Washington, Seattle, Washington.; The Roger and Angie Karalis Retina Center, Seattle, Washington., Macivannan N; Carl Zeiss Meditec, Inc., Dublin, California., Lee G; Carl Zeiss Meditec, Inc., Dublin, California., Lewis W; Carl Zeiss Meditec, Inc., Dublin, California., Salehi A; Carl Zeiss Meditec, Inc., Dublin, California., de Sisternes L; Twenty Twenty Therapeutics, LLC, San Francisco, California., Herrera G; Department of Ophthalmology, Bascom Palmer Eye Institute (BPEI), University of Miami Miller School of Medicine, Miami, Florida., Shen M; Department of Ophthalmology, Bascom Palmer Eye Institute (BPEI), University of Miami Miller School of Medicine, Miami, Florida., Gregori G; Department of Ophthalmology, Bascom Palmer Eye Institute (BPEI), University of Miami Miller School of Medicine, Miami, Florida., Rosenfeld PJ; Department of Ophthalmology, Bascom Palmer Eye Institute (BPEI), University of Miami Miller School of Medicine, Miami, Florida., Pramil V; Tufts University School of Medicine, Boston, Massachusetts.; New England Eye Center, Tufts New England Medical Center, Boston, Massachusetts., Waheed N; Tufts University School of Medicine, Boston, Massachusetts.; New England Eye Center, Tufts New England Medical Center, Boston, Massachusetts., Wu Y; Department of Ophthalmology, University of Washington, Seattle, Washington.; The Roger and Angie Karalis Retina Center, Seattle, Washington., Zhang Q; Carl Zeiss Meditec, Inc., Dublin, California., Lee AY; Department of Ophthalmology, University of Washington, Seattle, Washington.; The Roger and Angie Karalis Retina Center, Seattle, Washington.

Publikováno v: Ophthalmology science [Ophthalmol Sci] 2024 Jul 24; Vol. 5 (1), pp. 100587. Date of Electronic Publication: 2024 Jul 24 (Print Publication: 2025).

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

Autor: Rajesh AE; Department of Ophthalmology, University of Washington, Seattle, WA, USA.; The Roger and Angie Karalis Johnson Retina Center, Seattle, WA, USA., Olvera-Barrios A; NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust & University College London Institute of Ophthalmology, London, UK., Warwick AN; NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust & University College London Institute of Ophthalmology, London, UK., Wu Y; Department of Ophthalmology, University of Washington, Seattle, WA, USA.; The Roger and Angie Karalis Johnson Retina Center, Seattle, WA, USA., Stuart KV; NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust & University College London Institute of Ophthalmology, London, UK., Biradar M; NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust & University College London Institute of Ophthalmology, London, UK.; University of Cambridge, Cambridge, UK., Ung CY; Guy's and St Thomas' NHS Foundation Trust., Khawaja AP; NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust & University College London Institute of Ophthalmology, London, UK.; MRC Epidemiology Unit, University of Cambridge, Cambridge, UK., Luben R; NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust & University College London Institute of Ophthalmology, London, UK., Foster PJ; NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust & University College London Institute of Ophthalmology, London, UK., Lee CS; Department of Ophthalmology, University of Washington, Seattle, WA, USA.; The Roger and Angie Karalis Johnson Retina Center, Seattle, WA, USA., Tufail A; NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust & University College London Institute of Ophthalmology, London, UK., Lee AY; Department of Ophthalmology, University of Washington, Seattle, WA, USA.; The Roger and Angie Karalis Johnson Retina Center, Seattle, WA, USA., Egan C; NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust & University College London Institute of Ophthalmology, London, UK.

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2023 Jul 06. Date of Electronic Publication: 2023 Jul 06.