| 2015 | Refining Literature Curated Protein Interactions Using Expert Opinions. | znur Tastan, Yanjun Qi, Jaime G. Carbonell, Judith Klein-Seetharaman |
| 2015 | Unsupervised Feature Construction and Knowledge Extraction from Genome-Wide Assays of Breast Cancer with Denoising Autoencoders. | Jie Tan, Matthew Ung, Chao Cheng, Casey S. Greene |
| 2015 | Human Evolutionary Genomics and the Search for the Genes that Made Us Human. | James M. Sikela |
| 2015 | BayClone: Bayesian Nonparametric Inference of Tumor Subclones Using NGS Data. | Subhajit Sengupta, Jing Wang, Juhee Lee, Peter Mller, Kamalakar Gulukota, Arunava Banerjee, Yuan Ji |
| 2015 | Mitochondrial Variation and the Risk of Age-Related Macular Degeneration Across Diverse Populations. | Nicole A. Restrepo, Sabrina L. Mitchell, Robert J. Goodloe, Deborah G. Murdock, Jonathan L. Haines, Dana C. Crawford |
| 2015 | Distant Supervision for Cancer Pathway Extraction from Text. | Hoifung Poon, Kristina Toutanova, Chris Quirk |
| 2015 | Training the Next Generation of Quantitative Biologists in the Era of Big Data. | Kristine A. Pattin, Anna C. Greene, Russ B. Altman, Kevin Bretonnel Cohen, Elizabeth Wethington, Carsten Grg, Lawrence E. Hunter, Spencer V. Muse, Predrag Radivojac, Jason H. Moore |
| 2015 | Development of Exposome Correlations Globes to Map Out Environment-Wide Associations. | Chirag J. Patel, Arjun K. Manrai |
| 2015 | Analyzing Search Behavior of Healthcare Professionals for Drug Safety Surveillance. | David J. Odgers, Rave Harpaz, Alison Callahan, Gregor Stiglic, Nigam H. Shah |
| 2015 | Melancholic Depression Prediction by Identifying Representative Features in Metabolic and Microarray Profiles with Missing Values. | Zhi Nie, Tao Yang, Yashu Liu, Binbin Lin, Qingyang Li, Vaibhav A. Narayan, Gayle M. Wittenberg, Jieping Ye |
| 2015 | An Integrated Framework for Reporting Clinically Relevant Biomarkers from Paired Tumor/Normal Genomic and Transcriptomic Sequencing Data In Support of Clinical Trials in Personalized Medicine. | Sara Nasser, Ahmet A. Kurdolgu, Tyler Izatt, Jessica Aldrich, Megan L. Russell, Alexis Christoforides, Waibhav Tembe, Jeffery A. Keifer, Jason J. Corneveaux, Sara A. Byron, Karen M. Forman, Clarice Zuccaro, Jonathan J. Keats, Patricia M. LoRusso, John D. Carpten, Jeffrey M. Trent, David W. Craig |
| 2015 | Meta-Analysis of Differential Gene Co-Expression: Application to Lupus. | Sumit B. Makashir, Leah C. Kottyan, Matthew T. Weirauch |
| 2015 | Topological Features in Cancer Gene Expression Data>. | Svetlana Lockwood, Bala Krishnamoorthy |
| 2015 | Integrative Genome-wide Analysis of the Determinants of RNA Splicing in Kidney Renal Clear Cell Carcinoma. | Kjong-Van Lehmann, Andr Kahles, Cyriac Kandoth, William Lee, Nikolaus Schultz, Oliver Stegle, Gunnar Rtsch |
| 2015 | Session Introduction. | Robert Leaman, Benjamin M. Good, Andrew I. Su, Zhiyong Lu |
| 2015 | Binning Somatic Mutations Based on Biological Knowledge for Predicting Survival: An Application in Renal Cell Carcinoma. | Dokyoon Kim, Ruowang Li, Scott M. Dudek, John R. Wallace, Marylyn D. Ritchie |
| 2015 | Identification of Gene-Gene and Gene-Environment Interactions Within the Fibrinogen Gene Cluster for Fibrinogen Levels in Three Ethnically Diverse Populations. | Janina M. Jeff, Kristin Brown-Gentry, Dana C. Crawford |
| 2015 | Stepwise Group Sparse Regression (SGSR): Gene-Set-Based Pharmacogenomic Predictive Models with Stepwise Selection of Functional Priors. | In Sock Jang, Rodrigo Dienstmann, Adam A. Margolin, Justin Guinney |
| 2015 | Genome-Wide Genetic Interaction Analysis of Glaucoma Using Expert Knowledge Derived from Human Phenotype Networks. | Ting Hu, Christian Darabos, Maria E. Cricco, Emily Kong, Jason H. Moore |
| 2015 | T-ReCS: Stable Selection of Dynamically Formed Groups of Features with Application to Prediction of Clinical Outcomes. | Grace T. Huang, Ioannis Tsamardinos, Vineet K. Raghu, Naftali Kaminski, Panayiotis V. Benos |
| 2015 | Discovery Informatics in Biological and Biomedical Sciences: Research Challenges and Opportunities. | Vasant G. Honavar |
| 2015 | Variable Selection Method for the Identification of Epistatic Models. | Emily Rose Holzinger, Silke Szymczak, Abhijit Dasgupta, James D. Malley, Qing Li, Joan E. Bailey-Wilson |
| 2015 | PEAX: Interactive Visual Analysis and Exploration of Complex Clinical Phenotype and Gene Expression Association. | Michael A. Hinterberg, David P. Kao, Michael R. Bristow, Lawrence E. Hunter, J. David Port, Carsten Grg |
| 2015 | A Twentieth Anniversary Tribute to PSB. | Darla Hewett, Michelle Whirl Carrillo, Lawrence E. Hunter, Russ B. Altman, Teri E. Klein |
| 2015 | Session Introduction. | Molly A. Hall, Shefali S. Verma, Dennis P. Wall, Jason H. Moore, Brendan Keating, Daniel B. Campbell, Gregory Gibson, Folkert W. Asselbergs, Sarah A. Pendergrass |