Fang-Cheng (Frank) Yeh, MD, PhDAssistant Professor
Technical Director, High Definition Fiber Tracking Laboratory
Fang-Cheng (Frank) Yeh, MD, PhD, joined the Department of Neurological Surgery at the University of Pittsburgh in July of 2016 as an assistant professor.
Prior to joining the University of Pittsburgh, Dr. Yeh received his MD degree from National Taiwan University and completed his PhD study in biomedical engineering at Carnegie Mellon University in 2014.
Dr. Yeh is currently working on diffusion MRI and its role as image biomarkers for neuropsychiatric disorders. His research focused on novel applications of computational methods to brain connectome research, a challenging field with a lot of known unknowns and unsolved questions that require extensive technological development. He has developed several diffusion MRI methods and applied them to both clinical and translational studies.
Dr. Yeh developed High Definition Fiber Tracking (HDFT), an in-vivo diffusion MRI fiber tracking method powered by Dr. Yeh’s work on generalized q-sampling imaging and its derived tracking method. In 2015, the International Society for Magnetic Resonance in Medicine (ISMRM) held an open competition to examine the performance of different diffusion MRI fiber tracking pipelines. Dr. Yeh’s method achieved the highest valid connection score (92.49%, ID:03) among 96 different approaches submitted by a total of 20 groups all over the world.
Dr. Yeh is known for his development of DSI Studio, an integrated platform for diffusion MRI analysis, fiber tracking, and 3D tractography visualization. Since its debut in 2008, DSI Studio has been downloaded more than 20,000 times. In 2015 alone, DSI Studio has facilitated more than 50 peer-reviewed publications. These journal papers are published in top-tier journals. DSI Studio provides the core technique for High Definition Fiber Tracking (HDFT), which has been widely used by many research groups to investigate how major fiber pathways are affected by neurological and psychiatric diseases.
Dr. Yeh also developed WS-Recognizer, an open-source quantitative pathology tool that analyzes whole slide images and automatically recognizes targets. WS-Recognizer has been used to correlate pathology finding with MRI and visualize tissue characteristics in a panoramic view across the entire tissue section.
Specialized Areas of Interest
Diffusion MRI, tractography, network analysis, medical image analysis, pathology informatics.
Education & Training
MD, National Taiwan University, 2006
PhD, Biomedical Engineering, Carnegie Mellon University, 2014
Yeh FC, Vettel JM, Singh A, Poczos B, Grafton ST, Erickson KI, Tseng WI, Verstynen TD. Quantifying Differences and Similarities in Whole-Brain White Matter Architecture Using Local Connectome Fingerprints. PLoS Comput Biol 12(11):e1005203, 2016.
Yeh FC, Badre D, Verstynen T. Connectometry: A statistical approach harnessing the analytical potential of the local connectome. Neuroimage 125:162-71, 2016.
Fernández-Miranda JC, Wang Y, Pathak S, Stefaneau L, Verstynen T, Yeh FC. Asymmetry, connectivity, and segmentation of the arcuate fascicle in the human brain. Brain Struct Funct 220(3):1665-80, 2014.
Wang Y, Fernández-Miranda JC, Verstynen T, Pathak S, Schneider W, Yeh FC. Rethinking the role of the middle longitudinal fascicle in language and auditory pathways. Cereb Cortex 23(10):2347-56, 2013.
Yeh FC, Verstynen TD, Wang Y, Fernández-Miranda JC, Tseng WY. Deterministic diffusion fiber tracking improved by quantitative anisotropy. PLoS One 8(11):e80713, 2013.
Yeh FC, Tseng WY. NTU-90: a high angular resolution brain atlas constructed by q-space diffeomorphic reconstruction. Neuroimage 58(1):91-9, 2011.
Yeh FC, Wedeen VJ, Tseng WY. (2010). Generalized q-sampling imaging. IEEE Trans Med Imaging 29(9):1626-35, 2010.
Yeh FC, Parwani AV, Pantanowitz L, Ho C. Automated grading of renal cell carcinoma using whole slide imaging. Journal of Pathology Informatics 5:23, 2014.
Yeh FC, Ye Q, Hitchens TK, Wu YL, Parwani AV, Ho C. Mapping stain distribution in pathology slides using whole slide imaging. Journal of Pathology Informatics 5:1, 2014.
A complete list of Dr. Yeh's publications can be reviewed through the National Library of Medicine's publication database.
Researchers Can Now 'Fingerprint' the Human Brain
November 18, 2016
Human Brain Found to Have Fingerprint! Unique Neural Connections Proven
November 17, 2016
Nature World News
Your brain ‘fingerprint’ is unique enough to ID you
November 16, 2016
Researchers develop way to 'fingerprint' the brain
November 15, 2016