The pathway is an immersive educational experience that expands upon the Machine Learning Foundational Curriculum with live interactive “Flipped-Classroom” sessions, hands-on demonstrations, “On-Your-Own” exercises, and a Journal Club.
*Radiology Fellows may do an abbreviated experience without a research project.
Fields marked with an asterisk are required.
Katherine P. Andriole, Ph.D., FACR, FSIIM
Director of Research, Strategy and Operations, Mass General Brigham Data Science Office; Associate Professor of Radiology, Brigham and Women’s Hospital, Harvard Medical School
POST-RESIDENCY POSITIONS
BWH Radiology Resident, 2015-2019
Neuro-Interventional Radiology Fellow, UCSF 2019-2021
Neuro-Interventional Surgery Fellow, UCSF 2021-2022
PROJECTS
Acute Stroke on CT and MRI
Lumbar Vertebral Spine Labeling and Stenosis Grading on MRI
MRI Lumbar Spine Reporting Analysis and Natural Language Processing
POST-RESIDENCY POSITIONS
BWH Radiology Resident, 2016-2020
NeuroRadiology Fellow, MGH, 2020-2022
Director of Wellness and Staff Radiologist at Vision Radiology 2022
PROJECTS
Detection of Idiopathic Normal Pressure Hydrocephalus on Head CT using a Deep Convolutional Neural Network
POST-RESIDENCY POSITIONS
BWH Radiology Resident, 2018-20122
Musculoskeletal Radiology Fellow, Stanford University, 2022-2023
PROJECTS
Differentiation of Rheumatoid Arthritis and Osteoarthritis on Hand X-ray Using Machine Learning
POST-RESIDENCY POSITIONS
BWH Radiology Resident, 2015-2019
Abdominal Imaging and Ultrasound Fellow, UCSF 2020-2021
Biomedical Imaging for Clinical Scientists T32 Program, UCSF 2019-2020
Assistant Professor of Radiology, Abdominal Imaging, Duke University 2021-present
PROJECTS
Population-scale CT-based Body Composition Analysis
POST-RESIDENCY POSITIONS
BWH Radiology Resident, 2017-2021
NeuroRadiology Fellow, BWH, 2021-2022
PROJECTS
Glioblastoma Multiforme Brain Tumor Segmentation on MRI with Deep Learning
POST-RESIDENCY POSITIONS
BWH Radiology Resident, 2016-2020
Musculoskeletal Imaging Fellow, NYU 2020-2021
PROJECTS
N/A
POST-RESIDENCY POSITIONS
BWH Radiology Resident, 2016-2020
Abdominal Imaging Fellow, MGH 2020-2021
Instructor of Radiology, Breast Imaging, BWH, Harvard Medical School 2021-present
PROJECTS
Adrenal Gland Segmentation and Mass Classification using Machine Learning
POST-RESIDENCY POSITIONS
BWH Radiology Resident, 2015-2019
NeuroRadiology Fellow, Duke University, 2019-2020
Assistant Professor of Radiology, Neuroradiology Section, Duke University School of Medicine 2020-present
Clinical Director, Duke Center for Artificial Intelligence in Radiology 2020-present
PROJECTS
Lumbar Vertebral Spine Labeling and Stenosis Grading on MRI
MRI Lumbar Spine Reporting Analysis and Natural Language Processing
Acute Stroke on CT and MRI
