Despina Kontos

88 papers B 6C 1Misc 1Journal 15Unranked 64

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	A radiomics-based model for the outcome prediction in COVID-19 positive patients through deep learning with both longitudinal chest x-ray and chest computed tomography images. Computer-Aided Diagnosis Chunrui Zou, Walter C. Mankowski, Lauren Pantalone, Shefali Setia Verma, Eduardo Jose Mortani Barbosa Jr., Tessa S. Cook, Peter B. Noël, Erica L. Carpenter, Jeffrey C. Thompson, Russell T. Shinohara, Sharyn Katz, Despina Kontos
2023	—	`ed.`	Medical Imaging with Deep Learning, MIDL 2023, 10-12 July 2023, Nashville, TN, USA. MIDL Ipek Oguz, Jack H. Noble, Xiaoxiao Li, Martin Styner, Christian Baumgartner, Mirabela Rusu, Tobias Heimann, Despina Kontos, Bennett A. Landman, Benoit M. Dawant
2023	—	`conf`	MultiComBat: ComBat harmonization of multiple batch variables. Computer-Aided Diagnosis Hannah Horng, Despina Kontos, Russell T. Shinohara
2023	—	`conf`	Radiomics analysis to diagnose tumor invasiveness of pulmonary sub-solid nodules from longitudinal pre-surgical CT scans. Computer-Aided Diagnosis Apurva Singh, Hannah Horng, Leonid Roshkovan, Sharyn I. Katz, Despina Kontos, Jeffrey C. Thompson
2022	—	`conf`	A comparison of feature selection methods for the development of a prognostic radiogenomic biomarker in non-small cell lung cancer patients. Computer-Aided Diagnosis Apurva Singh, Florian A. Hölzl, Sharyn Katz, Despina Kontos
2022	—	`conf`	Iterative ComBat methods for harmonization of radiomic features. Computer-Aided Diagnosis Hannah Horng, Apurva Singh, Bardia Yousefi, Eric A. Cohen, Babak Haghighi, Sharyn Katz, Peter B. Noël, Russell T. Shinohara, Despina Kontos
2022	J	`jnl`	MammoDL: Mammographic Breast Density Estimation using Federated Learning. CoRR Keshava Katti, Ramya Muthukrishnan, Angelina Heyler, Sarthak Pati, Aprupa Alahari, Michael Sanborn, Emily F. Conant, Christopher G. Scott, Stacey J. Winham, Celine M. Vachon, Pratik Chaudhari, Despina Kontos, Spyridon Bakas
2022	J	`jnl`	Quantitative CT texture-based method to predict diagnosis and prognosis of fibrosing interstitial lung disease patterns. CoRR Babak Haghighi, Warren B. Gefter, Lauren Pantalone, Despina Kontos, Eduardo Jose Mortani Barbosa Jr.
2022	—	`conf`	Resampling and harmonization for mitigation of heterogeneity in imaging parameters: a comparative study. Computer-Aided Diagnosis Apurva Singh, Hannah Horng, Leonid Roshkovan, Michelle Hershman, Russell T. Shinohara, Sharyn Katz, Despina Kontos
2021	J	`jnl`	Deep-LIBRA: An artificial-intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment. Medical Image Anal. Omid Haji Maghsoudi, Aimilia Gastounioti, Christopher G. Scott, Lauren Pantalone, Fang-Fang Wu, Eric A. Cohen, Stacey J. Winham, Emily F. Conant, Celine M. Vachon, Despina Kontos
2021	—	`conf`	Development of a radiogenomic biomarker for tumor characterization and prognosis in non-small cell lung cancer patients. Computer-Aided Diagnosis Apurva Singh, Zhuoyang Wang, Sharyn Katz, Bardia Yousefi, Despina Kontos
2021	J	`jnl`	GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging. CoRR Sarthak Pati, Siddhesh P. Thakur, Megh Bhalerao, Ujjwal Baid, Caleb M. Grenko, Brandon Edwards, Micah J. Sheller, Jose Agraz, Bhakti Baheti, Vishnu Bashyam, Parth Sharma, Babak Haghighi, Aimilia Gastounioti, Mark Bergman, Bjoern H. Menze, Despina Kontos, Christos Davatzikos, Spyridon Bakas
2021	—	`conf`	Intrinsic radiomics phenotypes of DCI from breast DCE-MRI: demonstrating feasibility in interim analysis of the ECOG-ACRIN E4112 trial. Computer-Aided Diagnosis Vivian Belenky, Rhea Chitalia, Nickolas Lewis, Debosmita Biswas, Constantine Gatsonis, Jennifer Xiao, Michael Hirano, Sunil Badve, Joseph A. Sparano, Seema Khan, Kathy D. Miller, Constance Lehman, Justin Romanoff, Antonio C. Wolff, Christopher Comstock, Savannah C. Partridge, Habib Rahbar, Despina Kontos
2021	—	`conf`	Radiomic features predict local failure-free survival in stage III NSCLC adenocarcinoma treated with chemoradiation. Computer-Aided Diagnosis José Marcio Luna, Andrew R. Barsky, Russell T. Shinohara, Alexandra D. Dreyfuss, Leonid Roshkovan, Michelle Hershman, Babak Haghighi, Bardia Yousefi, Peter B. Noël, Keith A. Cengel, Sharyn Katz, Eric S. Diffenderfer, Despina Kontos
2020	—	`conf`	Assessment of CT image reconstruction parameters on radiomic features in a lung cancer screening cohort: the PROSPR study. Computer-Aided Diagnosis Babak Haghighi, Peter B. Noël, Eric A. Cohen, Lauren Pantalone, Anil Vachani, Katharine A. Rendle, Jocelyn Wainwright, Chelsea Saia, Eduardo Jose Mortani Barbosa Jr., Despina Kontos
2020	J	`jnl`	Deep-LIBRA: Artificial intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment. CoRR Omid Haji Maghsoudi, Aimilia Gastounioti, Christopher G. Scott, Lauren Pantalone, Fang-Fang Wu, Eric A. Cohen, Stacey J. Winham, Emily F. Conant, Celine M. Vachon, Despina Kontos
2020	—	`conf`	O-Net: An Overall Convolutional Network for Segmentation Tasks. MLMI@MICCAI Omid Haji Maghsoudi, Aimilia Gastounioti, Lauren Pantalone, Christos Davatzikos, Spyridon Bakas, Despina Kontos
2020	—	`conf`	Robust radiomic feature selection in digital mammography: understanding the effect of imaging acquisition physics using phantom and clinical data analysis. Computer-Aided Diagnosis Raymond Joseph Acciavatti, Eric A. Cohen, Omid Haji Maghsoudi, Aimilia Gastounioti, Lauren Pantalone, Meng-Kang Hsieh, Emily F. Conant, Christopher G. Scott, Stacey J. Winham, Karla Kerlikowske, Celine Vachon, Andrew D. A. Maidment, Despina Kontos
2019	—	`conf`	Associations between mammographic phenotypes and histopathologic features in ductal carcinoma in situ. Computer-Aided Diagnosis Ruvini Navaratna, Aimilia Gastounioti, Meng-Kang Hsieh, Lauren Pantalone, Marie Shelanski, Emily F. Conant, Despina Kontos
2019	—	`conf`	The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview. BrainLes@MICCAI (2) Sarthak Pati, Ashish Singh, Saima Rathore, Aimilia Gastounioti, Mark Bergman, Phuc Ngo, Sung Min Ha, Dimitrios Bounias, James Minock, Grayson Murphy, Hongming Li, Amit Bhattarai, Adam Wolf, Patmaa Sridaran, Ratheesh Kalarot, Hamed Akbari, Aristeidis Sotiras, Siddhesh P. Thakur, Ragini Verma, Russell T. Shinohara, Paul A. Yushkevich, Yong Fan, Despina Kontos, Christos Davatzikos, Spyridon Bakas
2019	Misc	`conf`	The National Cancer Institute's Informatics Technology for Cancer Research Program: Building a Community of Practice in Cancer Informatics. AMIA Simina M. Boca, David Hanauer, Ian Holmes, Despina Kontos, Juli D. Klemm
2019	J	`jnl`	Three-Dimensional Whole Breast Segmentation in Sagittal and Axial Breast MRI With Dense Depth Field Modeling and Localized Self-Adaptation for Chest-Wall Line Detection. IEEE Trans. Biomed. Eng. Dong Wei, Susan Weinstein, Meng-Kang Hsieh, Lauren Pantalone, Despina Kontos
2018	—	`conf`	Deformable image registration as a tool to improve survival prediction after neoadjuvant chemotherapy for breast cancer: results from the ACRIN 6657/I-SPY-1 trial. Computer-Aided Diagnosis Nariman Jahani, Eric A. Cohen, Meng-Kang Hsieh, Susan P. Weinstein, Lauren Pantalone, Christos Davatzikos, Despina Kontos
2018	—	`conf`	Validation of the textural realism of a 3D anthropomorphic phantom for digital breast tomosynthesis. IWBI Raymond Joseph Acciavatti, Meng-Kang Hsieh, Aimilia Gastounioti, Yifan Hu, Jinbo Chen, Andrew D. A. Maidment, Despina Kontos
2018	B	`conf`	Volumetric versus area-based density assessment: comparisons using automated quantitative measurements from a large screening cohort. Image Processing Aimilia Gastounioti, Meng-Kang Hsieh, Lauren Pantalone, Emily F. Conant, Despina Kontos
2017	—	`conf`	Convolutional neural network approach for enhanced capture of breast parenchymal complexity patterns associated with breast cancer risk. Computer-Aided Diagnosis Andrew Oustimov, Aimilia Gastounioti, Meng-Kang Hsieh, Lauren Pantalone, Emily F. Conant, Despina Kontos
2017	—	`conf`	Mammographic phenotypes of breast cancer risk driven by breast anatomy. Computer-Aided Diagnosis Aimilia Gastounioti, Andrew Oustimov, Meng-Kang Hsieh, Lauren Pantalone, Emily F. Conant, Despina Kontos
2017	B	`conf`	Three-dimensional whole breast segmentation in sagittal MR images with dense depth field modeling and localized self-adaptation. Image Processing Dong Wei, Susan Weinstein, Meng-Kang Hsieh, Lauren Pantalone, Mitchell D. Schnall, Despina Kontos
2016	—	`conf`	Parameter optimization of parenchymal texture analysis for prediction of false-positive recalls from screening mammography. Computer-Aided Diagnosis Shonket Ray, Brad M. Keller, Jinbo Chen, Emily F. Conant, Despina Kontos
2016	—	`conf`	Parenchymal texture measures weighted by breast anatomy: preliminary optimization in a case-control study. Computer-Aided Diagnosis Aimilia Gastounioti, Brad M. Keller, Meng-Kang Hsieh, Emily F. Conant, Despina Kontos
2016	—	`conf`	Preliminary evaluation of a fully automated quantitative framework for characterizing general breast tissue histology via color histogram and color texture analysis. Digital Pathology Brad M. Keller, Aimilia Gastounioti, Rebecca C. Batiste, Despina Kontos, Michael D. Feldman
2015	—	`conf`	A superpixel-based framework for automatic tumor segmentation on breast DCE-MRI. Computer-Aided Diagnosis Ning Yu, Jia Wu, Susan P. Weinstein, Bilwaj Gaonkar, Brad M. Keller, Ahmed Bilal Ashraf, Yunqing Jiang, Christos Davatzikos, Emily F. Conant, Despina Kontos
2015	J	`jnl`	Pharmacokinetic Tumor Heterogeneity as a Prognostic Biomarker for Classifying Breast Cancer Recurrence Risk. IEEE Trans. Biomed. Eng. Majid Mahrooghy, Ahmed Bilal Ashraf, Dania Daye, Elizabeth S. McDonald, Mark Rosen, Carolyn Mies, Michael D. Feldman, Despina Kontos
2015	—	`conf`	Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration. Computer-Aided Diagnosis Jia Wu, Yangming Ou, Susan P. Weinstein, Emily F. Conant, Ning Yu, Vahid Hoshmand, Brad M. Keller, Ahmed Bilal Ashraf, Mark Rosen, Angela DeMichele, Christos Davatzikos, Despina Kontos
2014	—	`conf`	Application of computer-extracted breast tissue texture features in predicting false-positive recalls from screening mammography. Computer-Aided Diagnosis Shonket Ray, Jae Y. Choi, Brad M. Keller, Jinbo Chen, Emily F. Conant, Despina Kontos
2014	—	`conf`	Breast density and parenchymal texture measures as potential risk factors for estrogen-receptor positive breast cancer. Computer-Aided Diagnosis Brad M. Keller, Jinbo Chen, Emily F. Conant, Despina Kontos
2014	—	`conf`	Correlation between Topological Descriptors of the Breast Ductal Network from Clinical Galactograms and Texture Features of Corresponding Mammograms. Digital Mammography / IWDM Predrag R. Bakic, David D. Pokrajac, Mathew Thomas, Angeliki Skoura, Tatyana Nuzhnaya, Vasileios Megalooikonomou, Brad M. Keller, Yuanjie Zheng, Despina Kontos, James C. Gee, Gilda Cardenosa, Andrew D. A. Maidment
2014	—	`conf`	Sparse representation of multi parametric DCE-MRI features using K-SVD for classifying gene expression based breast cancer recurrence risk. Computer-Aided Diagnosis Majid Mahrooghy, Ahmed Bilal Ashraf, Dania Daye, Carolyn Mies, Mark Rosen, Michael D. Feldman, Despina Kontos
2013	J	`jnl`	A Multichannel Markov Random Field Framework for Tumor Segmentation With an Application to Classification of Gene Expression-Based Breast Cancer Recurrence Risk. IEEE Trans. Medical Imaging Ahmed Bilal Ashraf, Sara Gavenonis, Dania Daye, Carolyn Mies, Mark A. Rosen, Despina Kontos
2013	—	`conf`	A fully-automated software pipeline for integrating breast density and parenchymal texture analysis for digital mammograms: parameter optimization in a case-control breast cancer risk assessment study. Computer-Aided Diagnosis Yuanjie Zheng, Yan Wang, Brad M. Keller, Emily F. Conant, James C. Gee, Despina Kontos
2013	—	`conf`	Fully-automated fibroglandular tissue segmentation and volumetric density estimation in breast MRI by integrating a continuous max-flow model and a likelihood atlas. Computer-Aided Diagnosis Shandong Wu, Susan P. Weinstein, Emily F. Conant, Despina Kontos
2013	—	`conf`	Heterogeneity Wavelet Kinetics from DCE-MRI for Classifying Gene Expression Based Breast Cancer Recurrence Risk. MICCAI (2) Majid Mahrooghy, Ahmed Bilal Ashraf, Dania Daye, Carolyn Mies, Michael D. Feldman, Mark Rosen, Despina Kontos
2013	—	`conf`	Texture feature standardization in digital mammography for improving generalizability across devices. Computer-Aided Diagnosis Yan Wang, Brad M. Keller, Yuanjie Zheng, Raymond Joseph Acciavatti, James C. Gee, Andrew D. A. Maidment, Despina Kontos
2012	—	`conf`	A Phantom Study for Assessing the Effect of Different Digital Detectors on Mammographic Texture Features. Digital Mammography / IWDM Yan Wang, Brad M. Keller, Yuanjie Zheng, Raymond Joseph Acciavatti, James C. Gee, Andrew D. A. Maidment, Despina Kontos
2012	—	`conf`	Atlas-Based Probabilistic Fibroglandular Tissue Segmentation in Breast MRI. MICCAI (2) Shandong Wu, Susan Weinstein, Despina Kontos
2012	—	`conf`	Automatic segmentation of breast carcinomas from DCE-MRI using a Statistical Learning Algorithm. ISBI Jagadeesan Jayender, Kirby G. Vosburgh, Eva Gombos, Ahmad Ashraf, Despina Kontos, Sara Gavenonis, Ferenc A. Jolesz, Kilian M. Pohl
2012	—	`conf`	Breast Cancer Risk Prediction via Area and Volumetric Estimates of Breast Density. Digital Mammography / IWDM Brad M. Keller, Emily F. Conant, Huen Oh, Despina Kontos
2012	—	`conf`	Fully automated chest wall line segmentation in breast MRI by using context information. Computer-Aided Diagnosis Shandong Wu, Susan P. Weinstein, Emily F. Conant, A. Russell Localio, Mitchell D. Schnall, Despina Kontos
2012	—	`conf`	Fully-Automated Fibroglandular Tissue Segmentation in Breast MRI. Digital Mammography / IWDM Shandong Wu, Susan Weinstein, Brad M. Keller, Emily F. Conant, Despina Kontos
2012	—	`conf`	Mammographic Parenchymal Texture Analysis for Estrogen-Receptor Subtype Specific Breast Cancer Risk Estimation. Digital Mammography / IWDM Gopal Karemore, Brad M. Keller, Huen Oh, Julia Tchou, Mads Nielsen, Emily F. Conant, Despina Kontos
2012	—	`conf`	Predicting axillary lymph node metastasis from kinetic statistics of DCE-MRI breast images. Computer-Aided Diagnosis Ahmed Bilal Ashraf, Lilie Lin, Sara C. Gavenonis, Carolyn Mies, Eric Xanthopoulos, Despina Kontos
2012	B	`conf`	Segmentation of anatomical branching structures based on texture features and conditional random field. Image Processing Tatyana Nuzhnaya, Predrag R. Bakic, Despina Kontos, Vasileios Megalooikonomou, Haibin Ling
2011	—	`conf`	A Multichannel Markov Random Field Approach for Automated Segmentation of Breast Cancer Tumor in DCE-MRI Data Using Kinetic Observation Model. MICCAI (3) Ahmed Bilal Ashraf, Sara Gavenonis, Dania Daye, Carolyn Mies, Michael D. Feldman, Mark Rosen, Despina Kontos
2011	—	`conf`	Adaptive Multi-cluster Fuzzy C-Means Segmentation of Breast Parenchymal Tissue in Digital Mammography. MICCAI (3) Brad M. Keller, Diane Nathan, Yan Wang, Yuanjie Zheng, James C. Gee, Emily F. Conant, Despina Kontos
2011	—	`conf`	Comparison of breast percent density estimation from raw versus processed digital mammograms. Computer-Aided Diagnosis Diane Li, Sara Gavenonis, Emily F. Conant, Despina Kontos
2011	—	`conf`	Mammographic parenchymal texture as an imaging marker of hormonal activity: a comparative study between pre- and post-menopausal women. Computer-Aided Diagnosis Dania Daye, Ezra Bobo, Bethany Baumann, Antonios Ioannou, Emily F. Conant, Andrew D. A. Maidment, Despina Kontos
2011	—	`conf`	Segmentation of anatomical branching structures based on texture features and graph cut. ISBI Tatyana Nuzhnaya, Erkang Cheng, Haibin Ling, Despina Kontos, Predrag R. Bakic, Vasileios Megalooikonomou
2010	—	`conf`	A Comparative Study of Volumetric and Area-Based Breast Density Estimation in Digital Mammography: Results from a Screening Population. Digital Mammography / IWDM Despina Kontos, Predrag R. Bakic, Raymond Joseph Acciavatti, Emily F. Conant, Andrew D. A. Maidment
2010	—	`conf`	A Comparative Study of the Inter-reader Variability of Breast Percent Density Estimation in Digital Mammography: Potential Effect of Reader's Training and Clinical Experience. Digital Mammography / IWDM Emily F. Conant, Diane Li, Sara Gavenonis, Predrag R. Bakic, Ann-Katherine Carton, Cuiping Zhang, Andrew D. A. Maidment, Despina Kontos
2010	—	`conf`	A comparative study of volumetric breast density estimation in digital mammography and magnetic resonance imaging: results from a high-risk population. Computer-Aided Diagnosis Despina Kontos, Ye Xing, Predrag R. Bakic, Emily F. Conant, Andrew D. A. Maidment
2009	J	`jnl`	A Representation and Classification Scheme for Tree-Like Structures in Medical Images: Analyzing the Branching Pattern of Ductal Trees in X-ray Galactograms. IEEE Trans. Medical Imaging Vasilis Megalooikonomou, Michael Barnathan, Despina Kontos, Predrag R. Bakic, Andrew D. A. Maidment
2009	—	`conf`	Breast tissue classification in digital breast tomosynthesis images using texture features: a feasibility study. Computer-Aided Diagnosis Despina Kontos, Rachelle Berger, Predrag R. Bakic, Andrew D. A. Maidment
2009	J	`jnl`	Morphometric analysis of brain images with reduced number of statistical tests: A study on the gender-related differentiation of the corpus callosum. Artif. Intell. Medicine Despina Kontos, Vasileios Megalooikonomou, James C. Gee
2008	J	`jnl`	An adaptive partitioning approach for mining discriminant regions in 3D image data. J. Intell. Inf. Syst. Vasileios Megalooikonomou, Despina Kontos, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic
2008	—	`conf`	Analyzing Tree-Like Structures in Biomedical Images Based on Texture and Branching: An Application to Breast Imaging. Digital Mammography / IWDM Michael Barnathan, Jingjing Zhang, Despina Kontos, Predrag R. Bakic, Andrew D. A. Maidment, Vasileios Megalooikonomou
2008	—	`conf`	Comparison of Breast Percent Density Estimated from Digital Mammograms and Central Reconstructed Tomosynthesis Slice Images. Digital Mammography / IWDM Predrag R. Bakic, Despina Kontos, Andrea B. Troxel, Andrew D. A. Maidment
2008	—	`conf`	Digital Breast Tomosynthesis Parenchymal Texture Analysis for Breast Cancer Risk Estimation: A Preliminary Study. Digital Mammography / IWDM Despina Kontos, Predrag R. Bakic, Andrea B. Troxel, Emily F. Conant, Andrew D. A. Maidment
2008	—	`conf`	Evaluating the Effect of Tomosynthesis Acquisition Parameters on Image Texture: A Study Based on an Anthropomorphic Breast Tissue Software Model. Digital Mammography / IWDM Despina Kontos, Cuiping Zhang, Nicole V. Ruiter, Predrag R. Bakic, Andrew D. A. Maidment
2008	—	`conf`	Texture in digital breast tomosynthesis: a comparison between mammographic and tomographic characterization of parenchymal properties. Computer-Aided Diagnosis Despina Kontos, Predrag R. Bakic, Andrew D. A. Maidment
2007	J	`jnl`	A statistical approach for selecting discriminative features of spatial regions of interest. Intell. Data Anal. Despina Kontos, Vasileios Megalooikonomou, Vasileios J. Sobel
2007	—	`conf`	Analysis of parenchymal texture properties in breast tomosynthesis images. Computer-Aided Diagnosis Despina Kontos, Predrag R. Bakic, Andrew D. A. Maidment
2007	—	`conf`	Analysis of percent density estimates from digital breast tomosynthesis projection images. Computer-Aided Diagnosis Predrag R. Bakic, Despina Kontos, Cuiping Zhang, Martin J. Yaffe, Andrew D. A. Maidment
2007	—	`conf`	Analysis of texture patterns in medical images with an application to breast imaging. Computer-Aided Diagnosis Vasileios Megalooikonomou, Jingjing Zhang, Despina Kontos, Predrag R. Bakic
2006	B	`conf`	A representation and classification scheme for tree-like structures in medical images: an application on branching pattern analysis of ductal trees in x-ray galactograms. Image Processing Vasileios Megalooikonomou, Despina Kontos, Joseph Danglemaier, Ailar Javadi, Predrag R. Bakic, Andrew D. A. Maidment
2006	J	`jnl`	A tool for handling uncertainty in segmenting regions of interest in medical images. Int. J. Intell. Syst. Technol. Appl. Despina Kontos, Qiang Wang, Vasileios Megalooikonomou, Alan H. Maurer, Linda C. Knight, Steve Kantor, Hrair P. Simonian, Henry P. Parkman
2006	—	`conf`	Classification of galactograms using fractal properties of the breast ductal network. ISBI Despina Kontos, Vasileios Megalooikonomou, Ailar Javadi, Predrag R. Bakic, Andrew D. A. Maidment
2006	—	`conf`	Comparison of Methods for Classification of Breast Ductal Branching Patterns. Digital Mammography / IWDM Predrag R. Bakic, Despina Kontos, Vasileios Megalooikonomou, Mark A. Rosen, Andrew D. A. Maidment
2005	—	`conf`	A 3D image analysis tool for SPECT imaging. Image-Guided Procedures Despina Kontos, Qiang Wang, Vasileios Megalooikonomou, Alan H. Maurer, Linda C. Knight, Steve Kantor, Robert S. Fisher, Hrair P. Simonian, Henry P. Parkman
2005	J	`jnl`	Applying spatial distribution analysis techniques to classification of 3D medical images. Artif. Intell. Medicine Dragoljub Pokrajac, Vasileios Megalooikonomou, Aleksandar Lazarevic, Despina Kontos, Zoran Obradovic
2005	J	`jnl`	Fast and effective characterization for classification and similarity searches of 2D and 3D spatial region data. Pattern Recognit. Despina Kontos, Vasileios Megalooikonomou
2005	B	`conf`	Reducing the Computational Cost for Statistical Medical Image Analysis: An MRI Study on the Sexual Morphological Differentiation of the Corpus Callosum. CBMS Despina Kontos, Vasileios Megalooikonomou, James C. Gee
2005	C	`conf`	Utilizing Domain Knowledge in Developing Robust Neural Network Models for Peptide-Allele Binding Prediction. CIBCB Vasileios Megalooikonomou, Despina Kontos, Nicholas DeClaris, Pedro Cano
2004	—	`conf`	An MCMC Feature Selection Technique for Characterizing and Classifying Spatial Region Data. SSPR/SPR Despina Kontos, Vasileios Megalooikonomou, Marc J. Sobel, Qiang Wang
2004	—	`conf`	Application of time series techniques to data mining and analysis of spatial patterns in 3D images. ICASSP (3) Qiang Wang, Despina Kontos, Guo Li, Vasileios Megalooikonomou
2004	—	`conf`	Computationally Intelligent Methods for Mining 3D Medical Images. SETN Despina Kontos, Vasileios Megalooikonomou, Fillia Makedon
2004	—	`conf`	Extraction of Discriminative Functional MRI Activation Patterns and an Application to Alzheimer's Disease. MICCAI (2) Despina Kontos, Vasileios Megalooikonomou, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic, Orest B. Boyko, James Ford, Fillia Makedon, Andrew J. Saykin
2004	B	`conf`	Fast and effective characterization of 3D region of interest in medical image data. Image Processing Despina Kontos, Vasileios Megalooikonomou
2002	—	`conf`	Fast and effective characterization of 3D region data. ICIP (1) Vasileios Megalooikonomou, Haimonti Dutta, Despina Kontos