240 citations · 311 across the 9 of their papers we have counts for
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cs.LG2022★ 48 cited
Deep Learning Discovery of Demographic Biomarkers in Echocardiography
Grant Duffy, Shoa L. Clarke, Matthew Christensen +4
Deep learning has been shown to accurately assess 'hidden' phenotypes and predict biomarkers from medical imaging beyond traditional clinician interpretation of medical imaging. Gi…
cs.LG2018★ 2 cited
Minimizing Close-k Aggregate Loss Improves Classification
Bryan He, James Zou
In classification, the de facto method for aggregating individual losses is the average loss. When the actual metric of interest is 0-1 loss, it is common to minimize the average s…