Multiparametric Tissue Characterization of Brain Neoplasms and Their Recurrence Using Pattern Classification of MR Images

Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm

Y. Zhang, Michael Brady, Stephen M. Smith · IEEE Transactions on Medical Imaging · 2001 · 7.3K citations · Full text

Medicine, Computer Science, Radiology +17

A global optimisation method for robust affine registration of brain images

Mark Jenkinson, Stephen M. Smith · Medical Image Analysis · 2001 · 7.2K citations

Computing, Computer Science, Neuroscience +15

Probabilistic Outputs for Support vector Machines and Comparisons to Regularized Likelihood Methods

John Platt · 1999 · 4.9K citations

Computing, Computer Science, Data Mining +12

Discriminant Analysis and Statistical Pattern Recognition.

Douglas M. Hawkins, Geoffrey J. McLachlan · Journal of the American Statistical Association · 1993 · 2.7K citations

Computing, Computer Science, Feature Engineering +14

Discriminant Analysis and Statistical Pattern Recognition

Theofanis Sapatinas · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2005 · 959 citations

Computing, Computer Science, Feature Engineering +13