| 2008 | MICCAI | Robust Brain Registration Using Adaptive Probabilistic Atlas. | Jaime S. Ide, Rong Chen, Dinggang Shen, Edward Herskovits |
| 2005 | KDD | A Bayesian network classifier with inverse tree structure for voxelwise magnetic resonance image analysis. | Rong Chen, Edward Herskovits |
| 2001 | CBMS | Statistically Optimized Biopsy Strategy for the Diagnosis of Prostate Cancer. | Dinggang Shen, Zhiqiang Lao, Edward Herskovits, Gabor Fichtinger, Christos Davatzikos, Jianchao Zeng |
| 2001 | MICCAI | A Statistical Atlas of Prostate Cancer for Optimal Biopsy. | Dinggang Shen, Zhiqiang Lao, Jianchao Zeng, Edward Herskovits, Gabor Fichtinger, Christos Davatzikos |
| 1999 | AISTATS | Transfer of information between system and evidence models. | Russell G. Almond, Edward Herskovits, Robert J. Mislevy, Linda Stienberg |
| 1999 | KDD | Mining Lesion-Deficit Associations in a Brain Image Database. | Vasileios Megalooikonomou, Christos Davatzikos, Edward Herskovits |
| 1991 | UAI | A Bayesian Method for Constructing Bayesian Belief Networks from Databases. | Gregory F. Cooper, Edward Herskovits |
| 1990 | UAI | an entropy-driven system for construction of probabilistic expert systems from databases. | Edward Herskovits, Gregory F. Cooper |