Associate Member
Medical Physics Unit, McGill University
Other appointments:
Professor, Neurology & Neurosurgery
Professor, Biomedical Engineering
Associate Member, Centre for Intelligent Machines
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Address: |
Montreal Neurological Institute |
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Telephone: |
514 398 4227 |
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E-mail: |
louis.collins [at] mcgill.ca |
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Education: |
PhD |
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Research focus: |
Imagine processing, registration, segmentation, MRI, image guided neurosurgery, multiple sclerosis, Alzheimer's disease, Parkinson's disease, epilepsy. |
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Key Publications: |
P. Coupé, S.F. Eskildsen, J.V. Manjon, V.S. Fonov, J.C. Pruessner, M. Allard, D.L. Collins, Scoring by nonlocal image patch estimator for early detection of Alzheimer's disease, NeuroImage: Clinical 1(1), 141–152 (2012). D.L. Collins, J.C. Pruessner, Towards accurate, automatic segmentation of the hippocampus and amygdala from MRI by augmenting ANIMAL with a template library and label fusion, Neuroimage 52(4), 1355-66 (2010). L. Mercier, D. Araujo, C. Haegelen, R.F. Del Maestro, K. Petrecca, D.L. Collins, Registering pre- and post-resection 3D ultrasound for improved residual brain tumor localization, Ultrasound Med Biol 39(1), 16-29 (2013). D.L. Collins, A.P. Zijdenbos, V. Kollokian, J. Sled, N.J. Kabani, C.J. Holmes, A.C. Evans, Design and construction of a realistic digital brain phantom, IEEE Trans Med Imag 17(3), 463-468 (1998). D.L. Collins, C.J. Holmes, T.M. Peters, A.C. Evans, Automatic 3D model-based neuroanatomical segmentation, Human Brain Mapping 3(3), 190-208 (1995). D.L. Collins, P. Neelin, T.M. Peters, A.C. Evans, Automatic 3D inter-subject registration of MR volumetric data in standardized Talairach space, J. Comp. Assis. Tomog. 18, 192-205 (1994). |