| 2020 | Learning a Latent Space of Highly Multidimensional Cancer Data. | Benjamin Kompa, Beau Coker |
| 2020 | Session Introduction. | Shilpa Nadimpalli Kobren, Brett K. Beaulieu-Jones, Christian Darabos, Dokyoon Kim, Anurag Verma |
| 2020 | De novo Ensemble Modeling Suggests that AP2-Binding to Disordered Regions Can Increase StericVolume of Epsin but Not Eps15. | N. Suhas Jagannathan, Christopher W. V. Hogue, Lisa Tucker-Kellogg |
| 2020 | Machine Learning Algorithms for Simultaneous Supervised Detection of Peaks in Multiple Samples andCell Types. | Toby Dylan Hocking, Guillaume Bourque |
| 2020 | TrackSigFreq: Subclonal Reconstructions Based on Mutation Signatures and Allele Frequencies. | Caitlin F. Harrigan, Yulia Rubanova, Quaid Morris, Alina Selega |
| 2020 | Addressing the Credit Assignment Problem in Treatment Outcome Prediction Using Temporal DifferenceLearning. | Sahar Harati, Andrea Crowell, Helen S. Mayberg, Shamim Nemati |
| 2020 | PAGE-Net: Interpretable and Integrative Deep Learning for Survival Analysis Using HistopathologicalImages and Genomic Data. | Jie Hao, Sai Chandra Kosaraju, Nelson Zange Tsaku, Dae Hyun Song, Mingon Kang |
| 2020 | Using Transcriptional Signatures to Find Cancer Drivers with LURE. | David Haan, Ruikang Tao, Verena Friedl, Ioannis N. Anastopoulos, Christopher K. Wong, Alana S. Weinstein, Joshua M. Stuart |
| 2020 | Microvascular Dynamics from 4D Microscopy Using Temporal Segmentation. | Shir Gur, Lior Wolf, Lior Golgher, Pablo Blinder |
| 2020 | Navigating Ethical Quandaries with the Privacy Dilemma of Biomedical Datasets. | Gamze Grsoy, Megan Doerr, John Wilbanks, Jennifer K. Wagner, Haixu Tang, Steven E. Brenner |
| 2020 | Disordered Function Conjunction: On the In-Silico Function Annotation of Intrinsically DisorderedRegions. | Sina Ghadermarzi, Akila Katuwawala, Christopher J. Oldfield, Amita Barik, Lukasz A. Kurgan |
| 2020 | Session Introduction. | Roxana Daneshjou, Lukasz Kidzinski, Olga Afanasiev, Jonathan H. Chen |
| 2020 | Frequency of ClinVar Pathogenic Variants in Chronic Kidney Disease Patients Surveyed for Return ofResearch Results at a Cleveland Public Hospital. | Dana C. Crawford, John Lin, Jessica Cooke Bailey, Tyler Kinzy, John R. Sedor, John F. O'Toole, William S. Bush |
| 2020 | PhySigs: Phylogenetic Inference of Mutational Signature Dynamics. | Sarah A. Christensen, Mark D. M. Leiserson, Mohammed El-Kebir |
| 2020 | Increasing Clinical Trial Accrual via Automated Matching of Biomarker Criteria. | Jessica W. Chen, Christian A. Kunder, Nam Bui, James L. Zehnder, Helio A. Costa, Henning Stehr |
| 2020 | Robustly Extracting Medical Knowledge from EHRs: A Case Study of Learning a Health KnowledgeGraph. | Irene Y. Chen, Monica Agrawal, Steven Horng, David A. Sontag |
| 2020 | Packaging Biocomputing Software to Maximize Distribution and Reuse. | William S. Bush, Nicholas Wheeler, Brett K. Beaulieu-Jones, Christian Darabos |
| 2020 | Towards Identifying Drug Side Effects from Social Media Using Active Learning andCrowd Sourcing. | Sophie Burkhardt, Julia Siekiera, Josua Glodde, Miguel A. Andrade-Navarro, Stefan Kramer |
| 2020 | Session Introduction. | Steven E. Brenner, Martha L. Bulyk, Dana C. Crawford, Alexander A. Morgan, Predrag Radivojac, Nicholas P. Tatonetti |
| 2020 | Predicting Longitudinal Outcomes of Alzheimer's Disease via a Tensor-Based Joint Classification andRegression Model. | Lodewijk Brand, Kai Nichols, Hua Wang, Heng Huang, Li Shen |
| 2020 | Assessment of Imputation Methods for Missing Gene Expression Data in Meta-Analysis of DistinctCohorts of Tuberculosis Patients. | Carly A. Bobak, Lauren McDonnell, Matthew D. Nemesure, Justin Lin, Jane E. Hill |
| 2020 | Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data. | Andrew L. Beam, Benjamin Kompa, Allen Schmaltz, Inbar Fried, Griffin M. Weber, Nathan P. Palmer, Xu Shi, Tianxi Cai, Isaac S. Kohane |
| 2020 | AnomiGAN: Generative Adversarial Networks for Anonymizing Private Medical Data. | Ho Bae, Dahuin Jung, Hyun-Soo Choi, Sungroh Yoon |
| 2020 | Integrated Cancer Subtyping using Heterogeneous Genome-Scale Molecular Datasets. | Suzan Arslanturk, Sorin Draghici, Tin Nguyen |
| 2020 | Many-to-One Binding by Intrinsically Disordered Protein Regions. | Wei-Lun Alterovitz, Eshel Faraggi, Christopher J. Oldfield, Jingwei Meng, Bin Xue, Fei Huang, Pedro Romero, Andrzej Kloczkowski, Vladimir N. Uversky, A. Keith Dunker |