Developing Deep Learning Models for Chest X-rays with Adjudicated Image Labels

1 · Google AI Research · Dec. 3, 2019, 5:20 p.m.
Summary
Posted by Dave Steiner, MD, Research Scientist and Shravya Shetty, Technical Lead, Google Health With millions of diagnostic examinations performed annually, chest X-rays are an important and accessible clinical imaging tool for the detection of many diseases. However, their usefulness can be limited by challenges in interpretation, which requires rapid and thorough evaluation of a two-dimensional image depicting complex, three-dimensional organs and disease processes. Indeed, early-stage lung c...