DBMI Publications

Mingming Gong, Yanwu Xu, Chuyuan Li, Kun Zhang, Kayhan Batmanghelich.  Twin Auxiliary Classifiers GAN. 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada
Mohammadamin Tajgardoon, Malarkodi J. Samayamuthu, Luca Calzoni, Shyam Visweswaran.  Patient-Specific Explanations for Predictions of Clinical Outcomes.  Applied Clinical Informatics (ACI) Journal.  2019; 03(02): e88-e97. DOI: 10.1055/s-0039-1697907.
Travis J De Wolfe, Nasia Safdar, Megan Meller, Patrick R. Pfau, Eric M Nelson, Mark E Benson, Anurag Soni, Mark Reichelderfer, Megan Duster, Deepak V Gopal.  A Prospective, Randomized Comparison of Duodenoscope Reprocessing Surveillance Methods. Canadian Journal of Gastroenterology and Hepatology.  2019; DOI: 10.1155/2019/1959141. 
Trivedi G, Dadashzadh ER, Handzel RM, Chapman WW, Visweswaran S, Hochheiser H. Interactive NLP in Clinical Care: Identifying Incidental Findings in Radiology Reports. Appl Clin Inform 2019;10:4, 655–69. DOI:https://www.thieme-connect.de/products/ejournals/abstract/10.1055/s-0039-1695791 PMID: 31486057; PMCID: PMC6727024 [Available on 2020-08-01]
Ceschin R, Zahner A, Reynolds W, Gaesser J, Zuccoli G, Lo CW, Gopalakrishnan V, Panigrahy A. A computational framework for the detection of subcortical brain dysmaturation in neonatal MRI using 3D Convolutional Neural Networks. Neuroimage. 2018 Sep;178:183-197. doi: 10.1016/j.neuroimage.2018.05.049. Epub 2018 May 21. PMID: 29793060.
Lu S, Fan X, Chen L, Lu X. A novel method of using Deep Belief Networks and genetic perturbation data to search for yeast signaling pathways. Plos One. September 2018; 13(9). https://doi.org/10.1371/journal.pone.0203871. 
Balasubramanian JB, Gopalakrishnan V. Tunable structure priors for Bayesian rule learning for knowledge integrated biomarker discovery.World J Clin Oncol. 2018 Sep 14;9(5): 89-109. doi: 10.5306/wjco.v9.i5.98. PMID: 30254965. PMC ID: PMC6153126.
Jabbari F, Viswewaran S, Cooper GF. Instance-Specific Bayesian Network Structure Learning. Proceedings of the International Conference on Probabilistic Graphical Models (2018) Sep;72:169-180.  PMID: 30775723. PMCID: PMC6376975.
Waqas Amin, Faina Linkov, Douglas P. Landsittel, Jonathan C. Silverstein, Michael J. Becich. Factors influencing malignant mesothelioma survival: a retrospective review of the National Mesothelioma Virtual Bank cohort (Version 3). F1000Research 2018 Aug 3 [revised 2019 Jun 3];7:1184. doi: 10.12688/f1000research.15512.3. eCollection 2018.    
Yu X, Liu T, Gong M, Batmanghelich K, Tao D. An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. PMC in process.
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