| 2018 | Annotating gene sets by mining large literature collections with protein networks. | Sheng Wang, Jianzhu Ma, Michael Ku Yu, Fan Zheng, Edward W. Huang, Jiawei Han, Jian Peng, Trey Ideker |
| 2018 | How powerful are summary-based methods for identifying expression-trait associations under different genetic architectures?. | Yogasudha Veturi, Marylyn D. Ritchie |
| 2018 | Session Introduction. | Shefali Setia Verma, Anurag Verma, Anna Okula Basile, Marta Byrska-Bishop, Christian Darabos |
| 2018 | Best practices and lessons learned from reuse of 4 patient-derived metabolomics datasets in Alzheimer's disease. | Jessica D. Tenenbaum, Colette Blach |
| 2018 | Building trans-omics evidence: using imaging and 'omics' to characterize cancer profiles. | Arunima Srivastava, Chaitanya Kulkarni, Parag Mallick, Kun Huang, Raghu Machiraju |
| 2018 | The diversity and disparity in biomedical informatics (DDBI) workshop. | William M. Southerland, S. Joshua Swamidass, Philip R. O. Payne, Laura K. Wiley, ClarLynda R. Williams-DeVane |
| 2018 | Loss-of-function of neuroplasticity-related genes confers risk for human neurodevelopmental disorders. | Milo R. Smith, Benjamin S. Glicksberg, Li Li, Rong Chen, Hirofumi Morishita, Joel T. Dudley |
| 2018 | Tree-based methods for characterizing tumor density heterogeneity. | Katherine Shoemaker, Brian P. Hobbs, Karthik Bharath, Chaan S. Ng, Veerabhadran Baladandayuthapani |
| 2018 | Identifying natural health product and dietary supplement information within adverse event reporting systems. | Vivekanand Sharma, Indra Neil Sarkar |
| 2018 | GeneDive: A gene interaction search and visualization tool to facilitate precision medicine. | Paul Previde, Brook Thomas, Mike Wong, Emily K. Mallory, Dragutin Petkovic, Russ B. Altman, Anagha Kulkarni |
| 2018 | Addressing vital sign alarm fatigue using personalized alarm thresholds. | Sarah Poole, Nigam Shah |
| 2018 | Machine learning and deep analytics for biocomputing: Call for better explainability. | Dragutin Petkovic, Lester Kobzik, Christopher R |
| 2018 | Improving the explainability of Random Forest classifier - user centered approach. | Dragutin Petkovic, Russ B. Altman, Mike Wong, Arthur Vigil |
| 2018 | Session introduction. | Philip R. O. Payne, Nigam H. Shah, Jessica D. Tenenbaum, Lara M. Mangravite |
| 2018 | Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure. | Alena Orlenko, Jason H. Moore, Patryk Orzechowski, Randal S. Olson, Junmei Cairns, Pedro J. Caraballo, Richard M. Weinshilboum, Liewei Wang, Matthew K. Breitenstein |
| 2018 | Data-driven advice for applying machine learning to bioinformatics problems. | Randal S. Olson, William G. La Cava, Zairah Mustahsan, Akshay Varik, Jason H. Moore |
| 2018 | A heuristic method for simulating open-data of arbitrary complexity that can be used to compare and evaluate machine learning methods. | Jason H. Moore, Maksim Shestov, Peter Schmitt, Randal S. Olson |
| 2018 | Codon bias among synonymous rare variants is associated with Alzheimer's disease imaging biomarker. | Jason E. Miller, Manu K. Shivakumar, Shannon L. Risacher, Andrew J. Saykin, SeungGeun Lee, Kwangsik Nho, Dokyoon Kim |
| 2018 | Leveraging putative enhancer-promoter interactions to investigate two-way epistasis in Type 2 Diabetes GWAS. | Elisabetta Manduchi, Alessandra Chesi, Molly A. Hall, Struan F. A. Grant, Jason H. Moore |
| 2018 | Chemical reaction vector embeddings: towards predicting drug metabolism in the human gut microbiome. | Emily K. Mallory, Ambika Acharya, Stefano E. Rensi, Peter J Turnbaugh, Roselie A. Bright, Russ B. Altman |
| 2018 | ClinGen Cancer Somatic Working Group - Standardizing and democratizing access to cancer molecular diagnostic data to drive translational research. | Subha Madhavan, Deborah Ritter, Christine Micheel, Shruti Rao, Angshumoy Roy, Dmitriy Sonkin, Matthew McCoy, Malachi Griffith, Obi L. Griffith, Peter B. McGarvey, Shashikant Kulkarni |
| 2018 | Session Introduction. | Yves A. Lussier, Joanne Berghout, Francesca Vitali, Kenneth S. Ramos, Maricel G. Kann, Jason H. Moore |
| 2018 | Large-scale integration of heterogeneous pharmacogenomic data for identifying drug mechanism of action. | Yunan Luo, Sheng Wang, Jinfeng Xiao, Jian Peng |
| 2018 | Evaluation of PrediXcan for prioritizing GWAS associations and predicting gene expression. | Binglan Li, Shefali S. Verma, Yogasudha Veturi, Anurag Verma, Yuki Bradford, David W. Haas, Marylyn D. Ritchie |
| 2018 | Network analysis of pseudogene-gene relationships: from pseudogene evolution to their functional potentials. | Travis S. Johnson, Sihong Li, Jonathan R. Kho, Kun Huang, Yan Zhang |