DBMI Publications

Konstantina Biza, Ioannis Tsamardinos, Sofia Triantafillou. Tuning Causal Discovery Algorithms. Proceedings of the 10th International Conference on Probabilistic Graphical Models, in Proceedings of Machine Learning Research, 2020.  
Ruan H, Li X, Xu X, Leibowitz BJ, Tong J, Chen L, Ao l, Xing W, Luo J, Yu Y, Schoen RE, Sonenberg N, Lu X, Zhang L, Yu J.  elF4E S209 phosphorylation licenses Myc- and stress-driven oncogenesis. Elife. 2020 Nov 2;e60151. Doi: 10.7554/eLife.60151. PMID: 33135632
Mingming Gong, Peng Liu, Frank C. Sciurba, Petar Stojanov, Dacheng Tao, George C. Tseng, Kun Zhang, Kayhan Batmanghelich.  Unpaired Data Empowers Association Tests. bioRxiv. doi: https://doi.org/10.1101/839159.
Douglas Landsittel, Avantika Srivastava, Kristin Kropf. A Narrative Review of Methods for Causal Inference and Associated Education Resources. Quality Management in Health Care. Oct/Dec 2020;29(4):260-269. doi: 10.1097/QMH.0000000000000276. PMID: 32973177
Danielle M Minteer, Patsy Simon, Donald P. Taylor, Wenyan Jia, Yuecheng Li, Mingui Sun, J. Peter Rubin. PUMP: Pressure Ulcer Monitoring Platform – A prospective, human subject clinical study to validate patient repositioning monitoring device to prevent pressure ulcers. Adv Wound Care (New Rochelle). 2020 Jan 1;9(1):28-33. doi: 10.1089/wound.2018.0934. Epub 2019 Dec 6.
Aronis JM, Ferraro JP, Gesteland PH, Tsui F, Ye Y, Wagner MM, Cooper GF. A Bayesian approach for detecting a disease that is not being modeled. PLOSOne. 2020 Feb 28;15(2):e0229658. doi: 10.1371
Young JD, Andrews B, Cooper GF, Lu X. Learning Latent Causal Structures with a Redundant Input Neural Network. arXiv:2003.13135v1 29 Mar 2020.  
King AJ, Cooper GF, Clermont G, Hochheiser H, Hauskrecht M, Sittig DF, Visweswaran S Leveraging Eye Tracking to Prioritize Relevant Medical Record Data: Comparative Machine Learning Study J Med Internet Res 2020;22(4):e15876 
Villa Zapata, L., Hansten, P.D., Horn, J.R. et al. Evidence of Clinically Meaningful Drug–Drug Interaction With Concomitant Use of Colchicine and Clarithromycin. Drug Saf (2020). https://doi.org/10.1007/s40264-020-00930-7
Y. Senathirajah, S. Pelayo, Section Editors of the IMIA Yearbook Section on Human Factors and Organizational Issues. International Medical Informatics Association Yearbook 2020, 202 April 17;1:1-309