| 2017 | An Updated Debarcoding Tool for Mass Cytometry with Cell Type-Specific and Cell Sample-Specific Stringency Adjustment. | Kristin I. Fread, William D. Strickland, Garry P. Nolan, Eli R. Zunder |
| 2017 | Frequent Subgraph Mining of Personalized Signaling Pathway Networks Groups Patients with Frequently Dysregulated Disease Pathways and Predicts Prognosis. | Arda Durmaz, Tim A. D. Henderson, Douglas Brubaker, Grkan Bebek |
| 2017 | MicroRNA-Augmented Pathways (mirAP) and Their Applications to Pathway Analysis and Disease Subtyping. | Diana Diaz, Michele Donato, Tin Nguyen, Sorin Draghici |
| 2017 | A Deep Learning Approach for Cancer Detection and Relevant Gene Identification. | Padideh Danaee, Reza Ghaeini, David Hendrix |
| 2017 | Tracing Co-Regulatory Network Dynamics in Noisy, Single-Cell Transcriptome Trajectories. | Pablo Cordero, Joshua M. Stuart |
| 2017 | Exploring the Reproducibility of Probabilistic Causal Molecular Network Models>. | Ariella Cohain, Aparna A. Divaraniya, Kuixi Zhu, Joseph R. Scarpa, Andrew Kasarskis, Jun Zhu, Rui Chang, Joel T. Dudley, Eric E. Schadt |
| 2017 | When should we NOT transfer functional annotation between sequence paralogs? | Mengfei Cao, Lenore J. Cowen |
| 2017 | Session Introduction. | Yana Bromberg, Matthew W. Hahn, Predrag Radivojac |
| 2017 | Identification and Analysis of Bacterial Genomic Metabolic Signatures. | Nathan Bowerman, Nathan L. Tintle, Matthew DeJongh, Aaron A. Best |
| 2017 | Temporal Order of Disease Pairs Affects Subsequent Disease Trajectories: The Case of Diabetes and Sleep Apnea. | Mette Beck, David Westergaard, Leif Groop, Sren Brunak |
| 2017 | A Powerful Method for Including Genotype Uncertainty in Tests of Hardy-Weinberg Equilibrium. | Andrew Beck, Alexander Luedtke, Keli Liu, Nathan L. Tintle |
| 2017 | Missing Data Imputation in the Electronic Health Record Using Deeply Learned Autoencoders. | Brett K. Beaulieu-Jones, Jason H. Moore, et al. |
| 2017 | Opening the Door to the Large Scale Use of Clinical Lab Measures for Association Testing: Exploring Different Methods for Defining Phenotypes. | Christopher R. Bauer, Daniel R. Lavage, John Snyder, Joseph B. Leader, J. Matthew Mahoney, Sarah A. Pendergrass |
| 2017 | Session Introduction. | Anna Okula Basile, Anurag Verma, Marta Byrska-Bishop, Sarah A. Pendergrass, Christian Darabos, H. Lester Kirchner |
| 2017 | Computer Aided Image Segmentation and Classification for Viable and Non-Viable Tumor Identification in Osteosarcoma. | Harish Babu Arunachalam, Rashika Mishra, Bogdan Armaselu, Ovidiu Daescu, Maria Martinez, Patrick Leavey, Dinesh Rakheja, Kevin Cederberg, Anita Sengupta, Molly Ni'suilleabhain |
| 2017 | Learning Attributes of Disease Progression from Trajectories of Sparse Lab Values. | Vibhu Agarwal, Nigam H. Shah |
| 2017 | Production of a Preliminary Quality Control Pipeline for Single Nuclei RNA-Seq and Its Application in the Analysis of Cell Type Diversity of Post-Mortem Human Brain Neocortex. | Brian D. Aevermann, Jamison M. McCorrison, Pratap Venepally, Rebecca D. Hodge, Trygve E. Bakken, Jeremy A. Miller, Mark Novotny, Danny N. Tran, Francisco Diez-Fuertes, Lena Christiansen, Fan Zhang, Frank Steemers, Roger S. Lasken, Ed S. Lein, Nicholas J. Schork, Richard H. Scheuermann |
| 2016 | Collective Pairwise Classification for Multi-Way Analysis of Disease and Drug Data. | Marinka Zitnik, Blaz Zupan |
| 2016 | A Framework for Attribute-Based Community Detection with Applications to Integrated Functional Genomics. | Han Yu, Rachael Hageman Blair |
| 2016 | Insights from Machine-Learned Diet Success Prediction. | Ingmar Weber, Palakorn Achananuparp |
| 2016 | Integrating Clinical Laboratory Measures and ICD-9 Code Diagnoses in Phenome-Wide Association Studies. | Anurag Verma, Joseph B. Leader, Shefali S. Verma, Alex T. Frase, John R. Wallace, Scott M. Dudek, Daniel R. Lavage, Cristopher V. Van Hout, Frederick E. Dewey, John Penn, Alexander E. Lopez, John D. Overton, David J. Carey, David H. Ledbetter, H. Lester Kirchner, Marylyn D. Ritchie, Sarah A. Pendergrass |
| 2016 | Phenome-Wide Interaction Study (PheWIS) in Aids Clinical Trials Group Data (ACTG). | Shefali S. Verma, Alex T. Frase, Anurag Verma, Sarah A. Pendergrass, Shaun Mahony, David W. Haas, Marylyn D. Ritchie |
| 2016 | Integrating Genetic and Structural Data on Human Protein Kinome in Network-Based Modeling of Kinase Sensitivities and Resistance to Targeted and Personalized Anticancer Drugs. | Gennady M. Verkhivker |
| 2016 | RDF Sketch Maps - Knowledge Complexity Reduction for Precision Medicine Analytics. | Nattaphon Thanintorn, Juexin Wang, Ilker Ersoy, Zainab Al-Taie, Yuexu Jiang, Duolin Wang, Megha Verma, Trupti Joshi, Richard D. Hammer, Dong Xu, Dmitriy Shin |
| 2016 | Translational Bioinformatics 101. | Jessica D. Tenenbaum, Subha Madhavan, Robert R. Freimuth, Joshua C. Denny, Lewis J. Frey |