Web: http://ai.googleblog.com/2022/01/does-your-medical-image-classifier-know.html

Jan. 27, 2022, 6:01 p.m. | Google AI (noreply@blogger.com)

Google AI Blog googleblog.com

Posted by Abhijit Guha Roy, Research Software Engineer and Jie Ren, Research Scientist, Google Research

Deep machine learning (ML) systems have achieved considerable success in medical image analysis in recent years. One major contributing factor is access to abundant labeled datasets, which are used to train highly effective supervised deep learning models. However, in the real-world, these models may encounter samples exhibiting rare conditions that are individually too infrequent for per-condition classification. Nevertheless, such conditions can be collectively common because …

Director, Data Engineering and Architecture

@ Chainalysis | California | New York | Washington DC | Remote - USA

Deep Learning Researcher

@ Topaz Labs | Dallas, TX

Sr Data Engineer (Contractor)

@ SADA | US - West

Senior Cloud Database Administrator

@ Findhelp | Remote

Senior Data Analyst

@ System1 | Remote

Speech Machine Learning Research Engineer

@ Samsung Research America | Mountain View, CA