Berkin Bilgic, Ph.D.


Assistant Investigator
Athinoula A. Martinos Center for Biomedical Imaging, Research Institute
Assistant Professor of Radiology
Harvard Medical School
Research Staff
Radiology, Massachusetts General Hospital
PhD Massachusetts Institute of Technology 2013
algorithms; brain mapping; deep learning; diffusion imaging; diffusion magnetic resonance imaging; fast mri; functional magnetic resonance imaging; machine learning; magnetic resonance imaging; quantitative susceptibility mapping

MRI has demonstrated ability to provide exquisite contrast for non-invasive imaging. What limits its efficiency and sensitivity are the tradeoffs between scan time, resolution and signal-to-noise ratio. Dr. Bilgic’s research is devoted to breaking this stalemate by developing new acquisition and reconstruction methods that synergistically exploit MR physics, signal processing algorithms and hardware capabilities.

He pursues this goal on three fronts:

(i) Rapid comprehensive brain exam: Development of the Wave-CAIPI acquisition trajectory to fully harness the encoding capability of high-channel count receivers and provide an order of magnitude faster imaging. This enabled the development of a 6-minute, multi-contrast whole-brain exam at 1 mm isotropic resolution.

(ii) Efficient quantitative imaging: Spearheaded the development of Quantitative Susceptibility Mapping (QSM), a novel contrast mechanism that probes the magnetic properties of tissues to provide a biomarker strongly correlated with tissue iron concentration. Dr. Bilgic’s technical developments in MR Fingerprinting (MRF), a new quantitative imaging concept, have provided the fastest whole-brain MRF acquisition, with the highest resolution T1 and T2 relaxation maps to date.

(iii) Next generation imaging with joint reconstruction: Exploitation of similarities across multiple contrasts routinely acquired in MRI exams with our joint parallel imaging strategies. While these already allow >10-fold speed-up in conventional sequences, they can be combined with Wave-CAIPI trajectory to provide >20× faster clinical scans.

MR Physics & Instrumentation Group | Martinos Center Publications
bbilgic@mgh.harvard.edu
Athinoula A. Martinos Center for Biomedical Imaging
CNY-Building #149
149 13th Street
Charlestown, MA 02129-2000