Wassermann D, Rathi Y, Bouix S, Kubicki M, Kikinis R, Shenton ME, Westin CF Inf Process Med Imaging 2011;22:320-32 PMID: 21761667 Abstract This paper proposes a method for the registration of white matter tract bundles traced from diffusion images and its extension to atlas generation, Our framework is based on… read more →
Wible CG, Shenton ME, Fischer IA, Allard JE, Kikinis R, Jolesz FA, Iosifescu DV, McCarley RW Psychiatry Res 1997 Nov;76(1):29-40 PMID: 9498307 Abstract A methodology was developed for dividing prefrontal cortical gray matter into insular, orbital, inferior, middle, superior, cingulate, and frontal pole regions using anatomical criteria. This methodology was… read more →
Iacono MI, Makris N, Mainardi L, Gale J, van der Kouwe A, Mareyam A, Polimeni JR, Wald LL, Fischl B, Eskandar EN, Bonmassar G Conf Proc IEEE Eng Med Biol Soc 2011;2011:5706-9 PMID: 22255635 Abstract In this paper we report a method to automatically segment the internal part of globus… read more →
Michailovich O, Rathi Y, Tannenbaum A IEEE Trans Image Process 2007 Nov;16(11):2787-801 PMID: 17990755 Abstract This paper addresses the problem of image segmentation by means of active contours, whose evolution is driven by the gradient flow derived from an energy functional that is based on the Bhattacharyya distance. In particular,… read more →
Dambreville S, Rathi Y, Tannenbaum A IEEE Trans Pattern Anal Mach Intell 2008 Aug;30(8):1385-99 PMID: 18566493 Abstract Segmentation involves separating an object from the background in a given image. The use of image information alone often leads to poor segmentation results due to the presence of noise, clutter or occlusion.… read more →
Malcolm J, Rathi Y, Yezzi A, Tannenbaum A Proc SPIE 2008 Mar;6914 PMID: 24392194 Abstract The level set method is a popular technique used in medical image segmentation; however, the numerics involved make its use cumbersome. This paper proposes an approximate level set scheme that removes much of the computational… read more →
A 3D interactive multi-object segmentation tool using local robust statistics driven active contours
Gao Y, Kikinis R, Bouix S, Shenton ME, Tannenbaum A Med Image Anal 2012 Aug;16(6):1216-27 PMID: 22831773 Abstract Extracting anatomical and functional significant structures renders one of the important tasks for both the theoretical study of the medical image analysis, and the clinical and practical community. In the past, much… read more →
Gao Y, Rathi Y, Bouix S, Tannenbaum A IEEE Trans Image Process 2012 Oct;21(10):4383-96 PMID: 22752129 Abstract The registration of a pair of point sets as well as the estimation of their pointwise correspondences is a challenging and important task in computer vision. In this paper, we present a method… read more →
Fedorov A, Li X, Pohl KM, Bouix S, Styner M, Addicott M, Wyatt C, Daunais JB, Wells WM, Kikinis R Open Neuroimag J 2011;5:186-97 PMID: 22253661 Abstract The vervet monkey is an important nonhuman primate model that allows the study of isolated environmental factors in a controlled environment. Analysis of… read more →
Sabuncu MR, Balci SK, Shenton ME, Golland P IEEE Trans Med Imaging 2009 Sep;28(9):1473-87 PMID: 19336293 Abstract We present iCluster, a fast and efficient algorithm that clusters a set of images while co-registering them using a parameterized, nonlinear transformation model. The output of the algorithm is a small number of… read more →
