Search Results: Machine Learning
Jayashree Kalpathy-Cramer
Dr. Kalpathy-Cramer is an Associate Professor of Radiology at Harvard Medical School, Co-Director of the QTIM lab and the Center for Machine Learning at the Athinoula A. Martinos Center and Scientific Director at the MGH & BWH Center for Clinical Data Science. Her research areas include machi...
Christopher Bridge
Dr Bridge is trained as an engineer, with MEng (Distinction) and DPhil degrees from the University of Cambridge and University of Oxford, respectively. He has worked in the area of medical image analysis for nearly a decade. His work on his doctoral thesis involved the development of a system for...
Learning to See: New Artificial Intelligence Technique Dramatically Improves the Quality of Medical Imaging
A radiologist’s ability to make accurate diagnoses from high-quality diagnostic imaging studies directly impacts patient outcome. However, acquiring sufficient data to generate the best quality imaging comes at a cost – increased radiation dose for computed tomography (CT) and positron emission t...
Deep Learning Offers Quantitative Means of Monitoring Disease Progression in Retinopathy of Prematurity
Retinopathy of prematurity (ROP) is an eye disorder affecting roughly two-thirds of premature infants weighing less than 250 g at birth and one of the leading causes of childhood blindness worldwide. Historically, clinical diagnosis of ROP has been subjective, resulting in considerable variabilit...
Adrian Dalca
Adrian V. Dalca is an Assistant Professor at A.A. Martinos Center for Biomedical Imaging, MGH, Harvard Medical School, and Research Scientist at CSAIL, MIT. He obtained his PhD from CSAIL, MIT. His research focuses on developing new machine learning techniques and probabilistic models to analyze ...
Artificial Intelligence Improves Treatment Monitoring in Patients with Glioma
This year, some 78,000 primary brain and other central nervous system (CNS) cancers will be diagnosed in the US alone. Researchers are actively developing new therapies for glioma, the most common type of primary brain tumor, but challenges remain in assessing whether patients are responding to t...
Dania Daye
Dania Daye, MD, PhD is an Assistant Professor of Radiology at Massachusetts General Hospital (MGH) and Harvard Medical School. She is the co-director of IR Research at MGH and Director of the Precision Interventional and Medical Imaging (PIMI) Research Group. Her research centers around the appli...
Fang Liu
Fang Liu is the Director of the Intelligent Imaging Innovation and Translation Lab at Athinoula A. Martinos Center for Biomedical Imaging and Assistant Professor of Radiology at Harvard Medical School. His research focuses on medical image acquisition and reconstruction, image analysis and proces...
Jessie Fang-Lu Fu
Dr. Jessie Fang-Lu Fu's research focuses on the translational application of multimodal neuroimaging, Positron Emission Tomography (PET) and Magnetic Resonance Imaging (MRI), and machine learning in neurodegenerative disorders. Her main research interests include (i) evaluating the capability of ...
Malte Hoffmann
Malte Hoffmann is a faculty member in Radiology at Harvard Medical School and Affiliated Faculty in the Health Sciences and Technology Division at MIT. He received a Bachelor’s degree in physics from the University of Paris XI and a Master’s degree and PhD from the University of Cambridge, specia...
Albert Kim
I am a medical oncologist with interests in using machine learning and Omics to develop precision-based treatment paradigms for cancer patients. I have a special interest in central nervous system metastases, and my laboratory efforts leverage Omics-based techniques, medical imaging, and machine ...
Matthew Rosen
Dr. Matt Rosen is a physicist, tool-builder and inventor whose research bridges the spectrum from fundamental physics to applied bioimaging work in the field of MRI. He established the Low-Field MRI and Hyperpolarized Media Laboratory at the Athinoula A. Martinos Center for Biomedical Imaging to ...
The Martinos Center’s Got Talent!
On Wednesday, January 11, the MGH Martinos Center for Biomedical Imaging will stage its first-ever talent show, aptly titled: "The Martinos Center's Got Talent!" The event will showcase the many, varied talents of folks from across the center, from accordion playing to ballroom dancing, from stan...
Qiyuan Tian
Dr. Tian’s research lies at the interface of neuroimaging, signal processing, machine learning and neuroscience. He is interested in developing cutting-edge human neuroimaging methods using magnetic resonance imaging (MRI), particularly diffusion MRI, for mapping the tissue microstructure and str...
Hakan Ay
Dr. Hakan Ay is an MD with residency training in Neurology and fellowship training in Vascular Neurology. He currently serves as an Associate Professor at Harvard Medical School with appointments in both departments of Neurology and Radiology at the Massachusetts General Hospital. Dr. Ay has 28 y...
Matt Rosen and Colleagues’ Journey Through the Secret Life of Plants
In the waning months of 1979, the legendary Motown artist Stevie Wonder released an album called Stevie Wonder’s Journey Through "The Secret Life of Plants," the soundtrack to the documentary film The Secret Life of Plants. Equal parts frustrating and strangely compelling, and notably using some ...
Bragi Sveinsson
Dr. Bragi Sveinsson is an Assistant Professor in Radiology at Harvard Medical School. He earned his Ph.D. in Electrical Engineering from Stanford University, where his focus area was Magnetic Resonance Imaging, or MRI. In his research, Dr. Sveinsson is mainly interested in imaging methods for ...
Thomas Yeo
Thomas Yeo is an Assistant Professor at the National University of Singapore (NUS). Thomas received his B.S. and M.S. from Stanford University and Ph.D. from the Massachusetts Institute of Technology. Prior to NUS, Thomas was a research fellow at Harvard University and Duke-NUS Medical School. Th...
Hamid Sabet
Hamid Sabet, is Assistant Professor of Radiology at Harvard Medical School and a Cyclotron/Medical Physicist at the Division of Nuclear Medicine and Molecular Imaging, Radiology Department, Massachusetts General Hospital. He is the director of Radiation Physics and Instrumentation Lab at the Mart...