RadEdit stress-tests biomedical vision models by simulating dataset shifts through precise image editing. It uses diffusion models to create realistic, synthetic datasets, helping to identify model weaknesses and evaluate robustness.
Multimodal models hold the key to unprecedented advances in AI, moving beyond text and numbers to incorporate a much wider spectrum of inputs. AI research leaders Peter Lee and Vijay Mital discuss how researchers are…
AI is already helping healthcare organizations drive innovation and efficiency gains. Peter Lee and Vijay Mital explore how Microsoft is helping, and how the lessons from healthcare could apply across many other industries. Related: Azure…
The value of data has never been higher—it has become an essential driver of business decisions and it is critical for deploying AI successfully. AI research leaders Peter Lee and Vijay Mital explore how AI…
Microsoft Research Health Futures UK conducts world-class research at the intersection of AI and healthcare, drawing on deep expertise in biomedical imaging and multimodal deep learning. We are seeking a motivated postdoctoral researcher to join…
Medfuzz tests LLMs by breaking benchmark assumptions, exposing vulnerabilities to bolster real-world accuracy.
