Edward Herskovits

Publication Activity (10 Years)

Years Active: 1990-2016
Publications (10 Years): 1

Top Topics

Bayesian Belief Networks

Cognitive Process

Top Venues

Neuroinformatics

Comput. Medical Imaging Graph.

Publications

Rong Chen, Erika Nixon, Edward Herskovits
Advanced Connectivity Analysis (ACA): a Large Scale Functional Connectivity Data Mining Environment. Neuroinformatics 14 (2) (2016)
Rong Chen, Edward Herskovits
Examining the multifactorial nature of a cognitive process using Bayesian brain-behavior modeling. Comput. Medical Imaging Graph. 41 (2015)
Edward Herskovits, L. Elliot Hong, Peter V. Kochunov, Hemalatha Sampath, Rong Chen
Edge-Centered DTI Connectivity Analysis: Application to Schizophrenia. Neuroinformatics 13 (4) (2015)
Ingo Beinlich, Edward Herskovits
Ergo: A Graphical Environment for Constructing Bayesian CoRR (2013)
Gregory F. Cooper, Edward Herskovits
A Bayesian Method for Constructing Bayesian Belief Networks from Databases CoRR (2013)
Edward Herskovits, Gregory F. Cooper
Kutato: An Entropy-Driven System for Construction of Probabilistic Expert Systems from Databases CoRR (2013)
Rong Chen, Susan M. Resnick, Christos Davatzikos, Edward Herskovits
Dynamic Bayesian network modeling for longitudinal brain morphometry. NeuroImage 59 (3) (2012)
Rong Chen, Edward Herskovits
Graphical Model Based Multivariate Analysis (GAMMA): An Open-Source, Cross-Platform Neuroimaging Data Analysis Software Package. Neuroinformatics 10 (2) (2012)
Rong Chen, Edward Herskovits
Voxel-based Bayesian lesion-symptom mapping. NeuroImage 49 (1) (2010)
Yun Jiao, Rong Chen, Xiaoyan Ke, Kangkang Chu, Zuhong Lu, Edward Herskovits
Predictive models of autism spectrum disorder based on brain regional cortical thickness. NeuroImage 50 (2) (2010)
Rong Chen, Edward Herskovits
Machine-learning techniques for building a diagnostic model for very mild dementia. NeuroImage 52 (1) (2010)
Rong Chen, Edward Herskovits
Bayesian Classifier Combination for Microarray Classification. BIOCOMP (2009)
Jared Medina, Vijay Kannan, Mikolaj A. Pawlak, Jonathan T. Kleinman, Melissa Newhart, Cameron Davis, Jennifer E. Heidler-Gary, Edward Herskovits, Argye E. Hillis
Neural Substrates of Visuospatial Processing in Distinct Reference Frames: Evidence from Unilateral Spatial Neglect. J. Cogn. Neurosci. 21 (11) (2009)
Jaime S. Ide, Rong Chen, Dinggang Shen, Edward Herskovits
Robust Brain Registration Using Adaptive Probabilistic Atlas. MICCAI (2) (2008)
Rong Chen, Argye E. Hillis, Mikolaj A. Pawlak, Edward Herskovits
Voxelwise Bayesian lesion-deficit analysis. NeuroImage 40 (4) (2008)
Rong Chen, Edward Herskovits
Clinical Diagnosis Based on Bayesian Classification of Functional Magnetic-Resonance Data. Neuroinformatics 5 (3) (2007)
Edward Herskovits
Software Development vis à vis Collaboration in Interdisciplinary Research. Neuroinformatics 5 (3) (2007)
Michel Bilello, Zhiqiang Lao, Jaroslaw Krejza, Argye E. Hillis, Edward Herskovits
Statistical atlas of acute stroke from magnetic resonance diffusion-weighted-images of the brain. Neuroinformatics 4 (3) (2006)
Rong Chen, Edward Herskovits
A Bayesian network classifier with inverse tree structure for voxelwise magnetic resonance image analysis. KDD (2005)
Argye E. Hillis, Melissa Newhart, Jennifer E. Heidler-Gary, Peter B. Barker, Edward Herskovits, Mahaveer Degaonkar
The roles of the "visual word form area" in reading. NeuroImage 24 (2) (2005)
Rong Chen, Edward Herskovits
Graphical-model-based morphometric analysis. IEEE Trans. Medical Imaging 24 (10) (2005)
Dinggang Shen, Zhiqiang Lao, Jianchao Zeng, Wei Zhang, Isabell A. Sesterhenn, Leon Sun, Judd W. Moul, Edward Herskovits, Gabor Fichtinger, Christos Davatzikos
Optimized prostate biopsy via a statistical atlas of cancer spatial distribution. Medical Image Anal. 8 (2) (2004)
Edward Herskovits, Hanchuan Peng, Christos Davatzikos
A Bayesian morphometry algorithm. IEEE Trans. Medical Imaging 23 (6) (2004)
Daniel Gardner, Arthur W. Toga, Giorgio A. Ascoli, Jackson T. Beatty, James F. Brinkley, Anders M. Dale, Peter T. Fox, Esther P. Gardner, John S. George, Nigel H. Goddard, Kristen M. Harris, Edward Herskovits, Michael L. Hines, Gwen A. Jacobs, Russell E. Jacobs, Edward G. Jones, David N. Kennedy, Daniel Y. Kimberg, John C. Mazziotta, Perry L. Miller, Susumu Mori, David C. Mountain, Allan L. Reiss, Glenn D. Rosen, David A. Rottenberg, Gordon M. Shepherd, Neil R. Smalheiser, Kenneth P. Smith, Tom Strachan, David C. Van Essen, Robert W. Williams, Stephen T. C. Wong
Towards effective and rewarding data sharing. Neuroinformatics 1 (3) (2003)
Hanchuan Peng, Edward Herskovits, Christos Davatzikos
Bayesian clustering methods for morphological analysis of MR images. ISBI (2002)
Songyang Yu, Dzung L. Pham, Dinggang Shen, Edward Herskovits, Susan M. Resnick, Christos Davatzikos
Automatic segmentation of white matter lesions in T1-weighted brain MR images. ISBI (2002)
Dinggang Shen, Edward Herskovits, Christos Davatzikos
An Adaptive-Focus Statistical Shape Model for Segmentation and Shape Modeling of 3D Brain Structures. IEEE Trans. Medical Imaging 20 (4) (2001)
Dinggang Shen, Zhiqiang Lao, Jianchao Zeng, Edward Herskovits, Gabor Fichtinger, Christos Davatzikos
A Statistical Atlas of Prostate Cancer for Optimal Biopsy. MICCAI (2001)
Dinggang Shen, Zhiqiang Lao, Edward Herskovits, Gabor Fichtinger, Christos Davatzikos, Jianchao Zeng
Statistically Optimized Biopsy Strategy for the Diagnosis of Prostate Cancer. CBMS (2001)
Vasileios Megalooikonomou, Christos Davatzikos, Edward Herskovits
Mining Lesion-Deficit Associations in a Brain Image Database. KDD (1999)
Russell G. Almond, Edward Herskovits, Robert J. Mislevy, Linda Stienberg
Transfer of information between system and evidence models. AISTATS (1999)
Gregory F. Cooper, Edward Herskovits
A Bayesian Method for the Induction of Probabilistic Networks from Data. Mach. Learn. 9 (1992)
Gregory F. Cooper, Edward Herskovits
A Bayesian Method for Constructing Bayesian Belief Networks from Databases. UAI (1991)
Edward Herskovits, Gregory F. Cooper
an entropy-driven system for construction of probabilistic expert systems from databases. UAI (1990)