Unmasking Biases and Navigating Pitfalls in the Ophthalmic Artificial Intelligence Lifecycle: A Review

Autor: Nakayama, Luis Filipe, Matos, João, Quion, Justin, Novaes, Frederico, Mitchell, William Greig, Mwavu, Rogers, Hung, Ju-Yi Ji, Santiago, Alvina Pauline dy, Phanphruk, Warachaya, Cardoso, Jaime S., Celi, Leo Anthony

Over the past two decades, exponential growth in data availability, computational power, and newly available modeling techniques has led to an expansion in interest, investment, and research in Artificial Intelligence (AI) applications. Ophthalmology

Externí odkaz: http://arxiv.org/abs/2310.04997

Peer review of GPT-4 technical report and systems card.

Autor: Gallifant, Jack, Fiske, Amelia, Levites Strekalova, Yulia A., Osorio-Valencia, Juan S., Parke, Rachael, Mwavu, Rogers, Martinez, Nicole, Gichoya, Judy Wawira, Ghassemi, Marzyeh, Demner-Fushman, Dina, McCoy, Liam G., Celi, Leo Anthony, Pierce, Robin

Publikováno v: PLoS Digital Health; 1/18/2024, Vol. 3 Issue 1, p1-15, 15p

Mal-AI: Advancing malaria surveillance and diagnosis through machine learning

Autor: Jolly, Muganzi David, Mwanje, Kintu Timothy, Kennedy, Kassaza, Tryphine, Nyaketcho, Lorna, Atimango, Mwavu, Rogers

Publikováno v: In Annals of Epidemiology September 2024 97:135-135

Assessment of Clinical Metadata on the Accuracy of Retinal Fundus Image Labels in Diabetic Retinopathy in Uganda: Case-Crossover Study Using the Multimodal Database of Retinal Images in Africa.

Autor: Arunga S; Department of Ophthalmology, Mbarara University of Science and Technology, Mbarara, Uganda., Morley KE; Massachusetts General Hospital Center for Global Health, Department of Medicine, Harvard Medical School, Boston, MA, United States., Kwaga T; Department of Ophthalmology, Mbarara University of Science and Technology, Mbarara, Uganda., Morley MG; Harvard Ophthalmology AI Lab, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, MA, United States., Nakayama LF; Ophthalmology Department, Sao Paulo Federal University, Sao Paulo, Brazil.; Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, United States., Mwavu R; Faculty of Computing and Informatics, Department of Information Technology, Mbarara University of Science and Technology, Mbarara, Uganda., Kaggwa F; Faculty of Computing and Informatics, Department of Computer Science, Mbarara University of Science and Technology, Mbarara, Uganda., Ssempiira J; School of Public Health, Makerere University, Kampala, Uganda., Celi LA; Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, United States.; Division of Pulmonary, Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States.; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, United States., Haberer JE; Massachusetts General Hospital Center for Global Health, Department of Medicine, Harvard Medical School, Boston, MA, United States., Obua C; Department of Pharmacology, Mbarara University of Science and Technology, Mbarara, Uganda.

Publikováno v: JMIR formative research [JMIR Form Res] 2024 Sep 18; Vol. 8, pp. e59914. Date of Electronic Publication: 2024 Sep 18.