Search Results - "Dalca, Adrian Vasile"

How Machine Learning is Powering Neuroimaging to Improve Brain Health by Singh, Nalini M., Harrod, Jordan B., Subramanian, Sandya, Robinson, Mitchell, Chang, Ken, Cetin-Karayumak, Suheyla, Dalca, Adrian Vasile, Eickhoff, Simon, Fox, Michael, Franke, Loraine, Golland, Polina, Haehn, Daniel, Iglesias, Juan Eugenio, O’Donnell, Lauren J., Ou, Yangming, Rathi, Yogesh, Siddiqi, Shan H., Sun, Haoqi, Westover, M. Brandon, Whitfield-Gabrieli, Susan, Gollub, Randy L.

“…This report presents an overview of how machine learning is rapidly advancing clinical translational imaging in ways that will aid in the early detection,…”
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Segmentation of cerebrovascular pathologies in stroke patients with spatial and shape priors by Dalca, Adrian Vasile, Sridharan, Ramesh, Cloonan, Lisa, Fitzpatrick, Kaitlin M, Kanakis, Allison, Furie, Karen L, Rosand, Jonathan, Wu, Ona, Sabuncu, Mert, Rost, Natalia S, Golland, Polina

“…We propose and demonstrate an inference algorithm for the automatic segmentation of cerebrovascular pathologies in clinical MR images of the brain. Identifying…”
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