Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities

por Calderon-Ramirez, Saul, Yang, Shengxiang, Elizondo, David, Moemeni, Armaghan
Publicado 2022

A real use case of semi-supervised learning for mammogram classification in a local clinic of Costa Rica

por Calderon-Ramirez, Saul, Murillo-Hernandez, Diego, Rojas-Salazar, Kevin, Elizondo, David, Yang, Shengxiang, Moemeni, Armaghan, Molina-Cabello, Miguel
Publicado 2022

Correcting data imbalance for semi-supervised COVID-19 detection using X-ray chest images

por Calderon-Ramirez, Saul, Yang, Shengxiang, Moemeni, Armaghan, Elizondo, David, Colreavy-Donnelly, Simon, Chavarría-Estrada, Luis Fernando, Molina-Cabello, Miguel A.
Publicado 2021

Machine Learning for Health: Algorithm Auditing & Quality Control

por Oala, Luis, Murchison, Andrew G., Balachandran, Pradeep, Choudhary, Shruti, Fehr, Jana, Leite, Alixandro Werneck, Goldschmidt, Peter G., Johner, Christian, Schörverth, Elora D. M., Nakasi, Rose, Meyer, Martin, Cabitza, Federico, Baird, Pat, Prabhu, Carolin, Weicken, Eva, Liu, Xiaoxuan, Wenzel, Markus, Vogler, Steffen, Akogo, Darlington, Alsalamah, Shada, Kazim, Emre, Koshiyama, Adriano, Piechottka, Sven, Macpherson, Sheena, Shadforth, Ian, Geierhofer, Regina, Matek, Christian, Krois, Joachim, Sanguinetti, Bruno, Arentz, Matthew, Bielik, Pavol, Calderon-Ramirez, Saul, Abbood, Auss, Langer, Nicolas, Haufe, Stefan, Kherif, Ferath, Pujari, Sameer, Samek, Wojciech, Wiegand, Thomas
Publicado 2021