Biomedical Imaging
Addressing the challenges of speed, quantification, and cost
Projects
Multimodal AI for Radiology Applications Project MAIRA is a research project from Microsoft Health Futures that builds innovative, multimodal AI technology to assist radiologists in delivering effective patient care and to empower them in their work. The goal of the…
AI for Health is a philanthropic program launched by Microsoft, which aims to support nonprofits, researchers, and organizations working on global health challenges. The program provides access to artificial intelligence (AI) technology and expertise in three main areas: population health,…
Open-source tools to help simplify deep learning models for healthcare and life sciences The Health Intelligence Machine Learning (HI-ML) OSS toolbox helps to simplify and streamline work on deep learning models for healthcare and life sciences by providing tested components…
Machine learning-based image reconstruction can be used to reconstruct images from sparse or corrupted datasets. We are developing the necessary techniques and assets for training and evaluation of image reconstruction models.
Medical image reconstruction is limited by local compute capabilities. We are developing next generation tools for connecting imaging instruments to unbounded scalable compute resources to enable clinical deployment of new techniques.
InnerEye is a research project that uses state of the art machine learning technology to build innovative tools for the automatic, quantitative analysis of three-dimensional medical images.