Challenges in the Development, Deployment & Regulation of Artificial Intelligence (AI) in Anatomical Pathology

Artificial intelligence (AI), deep learning, and other machine learning approaches have made significant advances in recent years, finding applications in almost every industry, including healthcare. AI has proven to be capable of a spectrum of mundane to complex medically oriented tasks previously only performed by boarded physicians, most recently assisting detection of difficult-to-find cancer on histopathology slides. Although computers will not replace pathologists anytime soon, properly designed AI-based tools hold great potential to increase workflow efficiency and diagnostic accuracy in the practice of pathology.
Source: American Journal of Pathology - Category: Pathology Authors: Tags: Mini-Review Source Type: research