Detecting Spurious Correlations With Sanity Tests for Artificial Intelligence Guided Radiology Systems

• Main Authors: Usman Mahmood (Author), Robik Shrestha (Author), David D. B. Bates (Author), Lorenzo Mannelli (Author), Giuseppe Corrias (Author), Yusuf Emre Erdi (Author), Christopher Kanan (Author)
• Format: Book
• Published: Frontiers Media S.A., 2021-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Artificial intelligence (AI) has been successful at solving numerous problems in machine perception. In radiology, AI systems are rapidly evolving and show progress in guiding treatment decisions, diagnosing, localizing disease on medical images, and improving radiologists' efficiency. A critic...