Project InnerEye Open-Source Software for Medical Imaging AI
Highlights
Project InnerEye OSS is used by an increasing number of research institutes, hospitals, life science organizations, and healthcare providers to build their own medical imaging AI models using Microsoft Azure. This is just a small selection of examples of how the research and healthcare technology community building on this foundation to ultimately benefit patients around the world.
Winner of an RSNA 2022 Trainee Research Prize (opens in new tab): Read the full pre-print on Arxiv [2211.15924] Weakly Supervised Learning Significantly Reduces the Number of Labels Required for Intracranial Hemorrhage Detection on Head CT (arxiv.org) (opens in new…
Overview Microsoft Research’s Project InnerEye team in Cambridge (UK) worked with University Hospitals Birmingham NHS Foundation Trust to develop deep learning models to analyze anonymized chest X-Rays and chest computed tomography (CT) scans to assist clinicians in determining disease severity, aid decision…
Up to half of the UK population will be diagnosed with cancer at some point in their lives. Of those, half will be treated with radiotherapy, often in combination with other treatments such as surgery, chemotherapy, and increasingly immunotherapy. Radiotherapy…