How to Read Articles That Use Machine Learning With Yun Liu, PhD

Yun Liu, an expert in machine learning applications in medicine, unpacks the complexities of reading medical literature influenced by algorithms. He clarifies key concepts like artificial intelligence and deep learning, emphasizing their roles in diagnostics. Liu discusses how algorithms transform medical imaging workflows and the importance of validating machine learning models with diverse datasets. He also highlights challenges in predictive accuracy, illustrating with dermatology and the essential balance of technology and clinician expertise.