Assistant Professor of Radiology Harvard Medical School

Investigator, Asst Prof (M) Rad Rsch 3D 2 MO NE, Mass General Research Institute

M.Sc. in Computer Science The University of Helsinki, Finland 1994

Ph.D. in Computer Science The University of Turku, Finland 2000

artificial intelligence; breast imaging; colonic polyps; colorectal cancer; computer-aided detection; computer-assisted diagnosis; cone-beam computed tomography; ct colonography; decision making computer-assisted; deep learning; diagnosis computer-assisted; image generation; image interpretation computer-assisted; image processing computer-assisted; machine learning; medical and biomedical image processing; pattern recognition automated; prognosis; radiographic image interpretation computer-assisted; radiomics; risk prediction My research contributions include the advancement of artificial intelligence (AI), machine learning, deep learning, generative AI, computer-aided detection (CADe), computer-assisted diagnosis (CADx), computer vision, image processing, and radiomics in 2D and 3D medical imaging to improve the consistency, accuracy, speed, and safety of clinical interpretations.