Generalisability through local validation: overcoming barriers due to data disparity in healthcare

por Mitchell, William Greig, Dee, Edward Christopher, Celi, Leo Anthony
Publicado 2021

The weekend effect for stroke patients admitted to intensive care: A retrospective cohort analysis

por Mitchell, William Greig, Pande, Rohit, Robinson, Tom Edward, Jones, Gabriel Davis, Hou, Isabella, Celi, Leo Anthony
Publicado 2020

Sociodemographic disparities in ophthalmological clinical trials

por Nakayama, Luis Filipe, Mitchell, William Greig, Shapiro, Skyler, Santiago, Alvina Pauline D., Phanphruk, Warachaya, Kalua, Khumbo, Celi, Leo Anthony, Regatieri, Caio Vinicius Saito
Publicado 2023

Fairness and generalizability of OCT normative databases: a comparative analysis

por Nakayama, Luis Filipe, Zago Ribeiro, Lucas, de Oliveira, Juliana Angelica Estevão, de Matos, João Carlos Ramos Gonçalves, Mitchell, William Greig, Malerbi, Fernando Korn, Celi, Leo Anthony, Regatieri, Caio Vinicius Saito
Publicado 2023

Fairness and generalisability in deep learning of retinopathy of prematurity screening algorithms: a literature review

por Nakayama, Luis Filipe, Mitchell, William Greig, Ribeiro, Lucas Zago, Dychiao, Robyn Gayle, Phanphruk, Warachaya, Celi, Leo Anthony, Kalua, Khumbo, Santiago, Alvina Pauline Dy, Regatieri, Caio Vinicius Saito, Moraes, Nilva Simeren Bueno
Publicado 2023

Sources of bias in artificial intelligence that perpetuate healthcare disparities—A global review

por Celi, Leo Anthony, Cellini, Jacqueline, Charpignon, Marie-Laure, Dee, Edward Christopher, Dernoncourt, Franck, Eber, Rene, Mitchell, William Greig, Moukheiber, Lama, Schirmer, Julian, Situ, Julia, Paguio, Joseph, Park, Joel, Wawira, Judy Gichoya, Yao, Seth
Publicado 2022