Assistant Professor of Radiology Harvard Medical School

Investigator, Asst Prof (M) Radiology, 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.