Machine learning is on the verge of transforming healthcare, and the MGH & BWH Center for Clinical Data Science (CCDS) is at the forefront of this revolution.
We are a fast-paced startup embedded within two of the nation’s leading research hospitals. W orking closely with clinicians to solve critical problems in patient care, we develop solutions that are deployed in our hospitals and then commercialized to maximize the benefit to patients worldwide.
Backed by industry partners like Nvidia and GE Healthcare, we leverage petabytes of healthcare data, an on-prem GPU cluster, and a top-
tier team from industry and academia to execute on our mission.
The ML Team trains models to improve patient care and develops tooling to streamline this process. Typical projects include :
Classification to expedite treatment decisions, prioritize worklists, and improve diagnostic accuracy Segmentation and localization to improve the accuracy and speed of abnormality detection Volumetric assessment of pathologies, reducing clinician time per study thereby freeing them to focus on higher-
value tasks Time series analysis to predict outcomes based on streaming patient data
Senior Machine Learning Scientists spend their time :
You may be a fit if you're :