| 2020 | MICCAI | O-Net: An Overall Convolutional Network for Segmentation Tasks. | Omid Haji Maghsoudi, Aimilia Gastounioti, Lauren Pantalone, Christos Davatzikos, Spyridon Bakas, Despina Kontos |
| 2019 | AMIA | The National Cancer Institute's Informatics Technology for Cancer Research Program: Building a Community of Practice in Cancer Informatics. | Simina M. Boca, David Hanauer, Ian Holmes, Despina Kontos, Juli D. Klemm |
| 2013 | MICCAI | Heterogeneity Wavelet Kinetics from DCE-MRI for Classifying Gene Expression Based Breast Cancer Recurrence Risk. | Majid Mahrooghy, Ahmed Bilal Ashraf, Dania Daye, Carolyn Mies, Michael D. Feldman, Mark Rosen, Despina Kontos |
| 2012 | MICCAI | Atlas-Based Probabilistic Fibroglandular Tissue Segmentation in Breast MRI. | Shandong Wu, Susan Weinstein, Despina Kontos |
| 2011 | MICCAI | A Multichannel Markov Random Field Approach for Automated Segmentation of Breast Cancer Tumor in DCE-MRI Data Using Kinetic Observation Model. | Ahmed Bilal Ashraf, Sara Gavenonis, Dania Daye, Carolyn Mies, Michael D. Feldman, Mark Rosen, Despina Kontos |
| 2011 | MICCAI | Adaptive Multi-cluster Fuzzy C-Means Segmentation of Breast Parenchymal Tissue in Digital Mammography. | Brad M. Keller, Diane Nathan, Yan Wang, Yuanjie Zheng, James C. Gee, Emily F. Conant, Despina Kontos |
| 2005 | CBMS | Reducing the Computational Cost for Statistical Medical Image Analysis: An MRI Study on the Sexual Morphological Differentiation of the Corpus Callosum. | Despina Kontos, Vasileios Megalooikonomou, James C. Gee |
| 2005 | CIBCB | Utilizing Domain Knowledge in Developing Robust Neural Network Models for Peptide-Allele Binding Prediction. | Vasileios Megalooikonomou, Despina Kontos, Nicholas DeClaris, Pedro Cano |
| 2004 | ICASSP | Application of time series techniques to data mining and analysis of spatial patterns in 3D images. | Qiang Wang, Despina Kontos, Guo Li, Vasileios Megalooikonomou |
| 2004 | MICCAI | Extraction of Discriminative Functional MRI Activation Patterns and an Application to Alzheimer's Disease. | Despina Kontos, Vasileios Megalooikonomou, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic, Orest B. Boyko, James Ford, Fillia Makedon, Andrew J. Saykin |
| 2004 | SSPR | An MCMC Feature Selection Technique for Characterizing and Classifying Spatial Region Data. | Despina Kontos, Vasileios Megalooikonomou, Marc J. Sobel, Qiang Wang |
| 2002 | ICIP | Fast and effective characterization of 3D region data. | Vasileios Megalooikonomou, Haimonti Dutta, Despina Kontos |