DBMI Publications

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.
Fu H, Gong M, Wang C, Batmanghelich K, Tao D. Deep Ordinal Regression Network for Monocular Depth Estimation. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
Murali A, Bhargava A, Wright ES. IDTAXA: a novel approach for accurate taxonomic classification of microbiome sequences. Microbiome. 2018 Aug 9;6(1):140. doi: 10.1186/s40168-018-0521-5. PMID: 30092815. PMCID: PMC6085705.
Roth A, Subramanian S, Ganapathiraju MK. Towards extracting supporting information about predicted protein-protein interactions. IEEE/ACM Trans Comput Biol Bioinform. 2018 Jul-Aug;15(4):1239-1246. doi: 10.1109/TCBB.2015.2505278. Epub 2015 Dec 7. PubMed PMID: 26672046.
Petrov AA, Traister RS, Crespo MM, Silveira FP, Xie M, Coffey K, Ensor CR, Landsittel D, Pilewski JM.A Prospective Observational Study of Hypogammaglobulinemia in the First Year After Lung Transplantation. Transplant Direct. 2018 Jul 12;4(8):e372. doi: 10.1097/TXD.0000000000000811. eCollection 2018 Aug. PMID: 30255132. PMCID: PMC6092181.
Puttarajappa CM, Hariharan S, Humar A, Paliwal Y, Gao X, Cruz RJ, Ganoza AJ, Landsittel D, Bhattarai M, Sogawa H. Outcomes of Adult Intestinal Transplant Recipients Requiring Dialysis and Renal Transplantation. Transplant Direct. 2018 Jul 20;4(8):e377. doi: 10.1097/TXD.0000000000000815. eCollection 2018 Aug. PubMed PMID: 30255137. PMCID: PMC6092176. 
Chen L, Lu X. Making deep learning models transparent. J of Med Artif Intell 2018; 1:5.
Fu H, Gong M, Wang C, Batmanghelich K, Tao D. Deep Ordinal Regression Network for Monocular Depth Estimation. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2018 Jun;2018:2002-2011. doi: 10.1109/CVPR.2018.00214. Epub 2018 Dec 17. PubMed PMID: 31274971. PMCID: PMC6607900.
Sadahiro H, Kang K, Gibson J, Minata M, Yu H, Shi J, Chhipa R, Chen Z, Lu S, Simoni Y, Furuta T, Sabit H, Zhang S, Bastola S, Yamaguchi S, Alsheikh H, Komarova S, Wang J, Kim S, Hambardzumyan D, Lu X, Newell E, Dasgupta B, Nakada M, Lee L, Nabors B, Norian L, Nakano I. Activation of the receptor tyrosine kinase AXL mediates the immune microenvironment in glioblastoma. Cancer Res. 2018 Jun 1;78(11):3002-3013. doi: 10.1158/0008-5472.CAN-17-2433. Epub 2018 Mar 12. PMID: 29531161.
Singla S, Gong M, Ravanbakhsh S, Sciurba F, Poszos B, Batmanghelich KN. Subject2Vec: Generative-Discriminative Approach from a Set of Image Patches to a Vector. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI). 2018: 502-510. doi: 10.1007/978-3-030-00928-1_57. PubMed PMID: 30895278. PMCID: PMC6422035.
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