Anatomy of a failure: When, how, and why deep vision fails in scientific domains

Ji-Hun Oh, Dou Hoon Kwark, Kianoush Falahkheirkhah +4

Mirroring its ubiquity in popular media and all human activities, the use of deep learning (DL) is rapidly growing in scientific imaging modalities. However, unlike everyday RGB pi…