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.
We envision an integrated framework of algorithm auditing and quality control that provides a path towards the effective and reliable application of ML systems in healthcare. In this editorial, we give a summary of ongoing work towards that vision and announce a cal …
We envision an integrated framework of algorithm auditing and quality control that provides a path towards the effective and reliable applic …