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Machine Learning for Health: Algorithm Auditing & Quality Control.
Oala L, Murchison AG, Balachandran P, Choudhary S, Fehr J, Leite AW, Goldschmidt PG, Johner C, Schörverth EDM, Nakasi R, Meyer M, Cabitza F, Baird P, Prabhu C, Weicken E, Liu X, Wenzel M, Vogler S, Akogo D, Alsalamah S, Kazim E, Koshiyama A, Piechottka S, Macpherson S, Shadforth I, Geierhofer R, Matek C, Krois J, Sanguinetti B, Arentz M, Bielik P, Calderon-Ramirez S, Abbood A, Langer N, Haufe S, Kherif F, Pujari S, Samek W, Wiegand T. Oala L, et al. J Med Syst. 2021 Nov 2;45(12):105. doi: 10.1007/s10916-021-01783-y. J Med Syst. 2021. PMID: 34729675 Free PMC article.
Improving Uncertainty Estimation With Semi-Supervised Deep Learning for COVID-19 Detection Using Chest X-Ray Images.
Calderon-Ramirez S, Yang S, Moemeni A, Colreavy-Donnelly S, Elizondo DA, Oala L, Rodriguez-Capitan J, Jimenez-Navarro M, Lopez-Rubio E, Molina-Cabello MA. Calderon-Ramirez S, et al. Among authors: oala l. IEEE Access. 2021 Jun 2;9:85442-85454. doi: 10.1109/ACCESS.2021.3085418. eCollection 2021. IEEE Access. 2021. PMID: 34812397 Free PMC article.