Výsledky vyhledávání - "MORLEY, MICHAEL"

Report

Federated Learning for Diabetic Retinopathy Diagnosis: Enhancing Accuracy and Generalizability in Under-Resourced Regions

Autor: Raj, Gajan Mohan, Morley, Michael G., Eslami, Mohammad

Diabetic retinopathy is the leading cause of vision loss in working-age adults worldwide, yet under-resourced regions lack ophthalmologists. Current state-of-the-art deep learning systems struggle at these institutions due to limited generalizability

Externí odkaz: http://arxiv.org/abs/2411.00869

Zobrazit plný text záznamu

Akademický článek

Tackling Regional Public Health Issues Using Mobile Health Technology: Event Report of an mHealth Hackathon in Thailand

Autor: Pathanasethpong, Atipong, Soomlek, Chitsutha, Morley, Katharine, Morley, Michael, Polpinit, Pattarawit, Dagan, Alon, Weis, James W, Celi, Leo Anthony

Publikováno v: JMIR mHealth and uHealth, Vol 5, Iss 10, p e155 (2017)

Hackathons are intense, short, collaborative events focusing on solving real world problems through interdisciplinary teams. This is a report of the mHealth hackathon hosted by Khon Kaen University in collaboration with MIT Sana and faculty members f

Externí odkaz: https://doaj.org/article/16ee591ab997418b9487de01443cfab6

Zobrazit plný text záznamu

Report

k-SALSA: k-anonymous synthetic averaging of retinal images via local style alignment

Autor: Jeon, Minkyu, Park, Hyeonjin, Kim, Hyunwoo J., Morley, Michael, Cho, Hyunghoon

The application of modern machine learning to retinal image analyses offers valuable insights into a broad range of human health conditions beyond ophthalmic diseases. Additionally, data sharing is key to fully realizing the potential of machine lear

Externí odkaz: http://arxiv.org/abs/2303.10824

Zobrazit plný text záznamu