51 citations · 58 across the 10 of their papers we have counts for
3 papers · 1 filter
Introduction to Machine Learning for Physicians: A Survival Guide for Data Deluge
Ričards Marcinkevičs, Ece Ozkan, Julia E. Vogt
Many modern research fields increasingly rely on collecting and analysing massive, often unstructured, and unwieldy datasets. Consequently, there is growing interest in machine lea…
Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods
Ričards Marcinkevičs, Ece Ozkan, Julia E. Vogt
Deep neural networks for image-based screening and computer-aided diagnosis have achieved expert-level performance on various medical imaging modalities, including chest radiograph…
Interpretable Prediction of Pulmonary Hypertension in Newborns using Echocardiograms
Hanna Ragnarsdottir, Laura Manduchi, Holger Michel +4
Pulmonary hypertension (PH) in newborns and infants is a complex condition associated with several pulmonary, cardiac, and systemic diseases contributing to morbidity and mortality…