Piotr A. Habas, PhD | Biomedical Image Computing Group

PA Habas, K Kim, F Rousseau, OA Glenn, AJ Barkovich, and C Studholme, "Atlas-based segmentation of developing tissues in the human brain with quantitative validation in young fetuses," Human Brain Mapping, in press.
K Kim, PA Habas, F Rousseau, OA Glenn, AJ Barkovich, and C Studholme, "Intersection-based motion correction of multi-slice MRI for 3D in utero fetal brain image formation," IEEE Trans. Med. Imaging, in press.
MA Mazurowski, PA Habas, JM Zurada, JY Lo, JA Baker, and GD Tourassi, "Training neural network classifiers for medical decision making: the effects of imbalanced datasets on classification performance," Neural Networks, vol. 21, no. 2-3, pp. 427-436, 2008.
MA Mazurowski, PA Habas, JM Zurada, and GD Tourassi, "Decision optimization of case-based computer aided decision systems using genetic algorithms with application to mammography," Physics in Medicine and Biology, vol. 53, no. 4, pp. 895-908, 2008. [selected for Highlights of 2008] [see also "CAD weighs up its own evidence" on medicalphysicsweb.org]
PA Habas, JM Zurada, AS Elmaghraby, and GD Tourassi, "Reliability analysis framework for computer-assisted medical decision systems," Medical Physics, vol. 34, no. 2, pp. 763-772, 2007.

K Kim, PA Habas, F Rousseau, OA Glenn, AJ Barkovich and C Studholme, "Reconstruction of a geometrically correct diffusion tensor image of a moving human fetal brain," in Medical Imaging 2010: Image Processing, accepted.
PA Habas, K Kim, F Rousseau, OA Glenn, AJ Barkovich, and C Studholme, "A spatio-temporal atlas of the human fetal brain with application to tissue segmentation," in Medical Image Computing and Computer-Assisted Intervention, LNCS, vol. 5761, part I, pp. 289-296, 2009.
PA Habas, K Kim, D Chandramohan, F Rousseau, OA Glenn, and C Studholme, "Statistical model of laminar structure for atlas-based segmentation of the fetal brain from in-utero MR images," in Medical Imaging: Image Processing, Proc. SPIE, vol. 7259, 725917, 2009.
PA Habas, K Kim, F Rousseau, OA Glenn, AJ Barkovich, and C Studholme, "Atlas-based segmentation of the germinal matrix from in-utero clinical MRI of the fetal brain," in Medical Image Computing and Computer-Assisted Intervention, LNCS, vol. 5241, part I, pp. 351-358, 2008.
K Kim, MF Hansen, PA Habas, F Rousseau, OA Glenn, AJ Barkovich, and C Studholme, "Intersection-based registration of slice stacks to form 3D images of the human fetal brain," in Proc. 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, pp. 1167-1170, 2008.

PA Habas, K Kim, CE Rodriguez-Carranza, OA Glenn, AJ Barkovich, and C Studholme, "Abnormal sulcal formation in fetuses with ventriculomegaly identified by surface curvature mapping from motion-corrected clinical MRI," 15th Annual Meeting of the Organization for Human Brain Mapping, San Francisco, CA, June 2009.
D Chandramohan, PA Habas, K Kim, OA Glenn, AJ Barkovich, and C Studholme, "Cortical thickness mapping of the human fetal brain in utero from motion-corrected clinical MRI: preliminary results," 15th Annual Meeting of the Organization for Human Brain Mapping, San Francisco, CA, June 2009.
PA Habas, K Kim, F Rousseau, OA Glenn, AJ Barkovich, and C Studholme, "Atlas-based segmentation of the fetal brain from reconstructed 3D clinical MRI: Quantitative validation in young fetuses," 15th Annual Meeting of the Organization for Human Brain Mapping, San Francisco, CA, June 2009.
K Kim, PA Habas, F Rousseau, OA Glenn, AJ Barkovich, and C Studholme, "Evaluation of clinical fetal brain MRI motion correction for 3D image formation," 15th Annual Meeting of the Organization for Human Brain Mapping, San Francisco, CA, June 2009.

MICCAI Workshop on Image Analysis of the Developing Brain - program committee
IEEE Congress on Evolutionary Computation (IEEE CEC 2009) - program committee
International Joint Conference on Neural Networks (IJCNN 2007) - technical committee
IEEE Congress on Evolutionary Computation (IEEE CEC 2007) - international program committee