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

• Asıl Yazarlar: Usman Mahmood (Yazar), Robik Shrestha (Yazar), David D. B. Bates (Yazar), Lorenzo Mannelli (Yazar), Giuseppe Corrias (Yazar), Yusuf Emre Erdi (Yazar), Christopher Kanan (Yazar)
• Materyal Türü: Kitap
• Baskı/Yayın Bilgisi: Frontiers Media S.A., 2021-08-01T00:00:00Z.
• Konular: article
• Online Erişim: 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...