Melanie Herschel

Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics

In healthcare analytics, addressing binary diagnosis or prognosis tasks presents unique challenges due to the inherent asymmetry between positive and negative samples. While positive samples, indicating patients with a disease, are defined based on stringent medical criteria, negative samples are de…