| 2021 | Achieving Trustworthy Biomedical Data Solutions. | Peter Washington, Serena Yeung, Bethany Percha, Nicholas P. Tatonetti, Jan T. Liphardt, Dennis P. Wall |
| 2021 | Selection of trustworthy crowd workers for telemedical diagnosis of pediatric autism spectrum disorder. | Peter Washington, milie Leblanc, Kaitlyn Dunlap, Yordan Penev, Maya Varma, Jae-Yoon Jung, Brianna Sierra Chrisman, Min Woo Sun, Nate Tyler Stockham, Kelley Marie Paskov, Haik Kalantarian, Catalin Voss, Nick Haber, Dennis P. Wall |
| 2021 | TrueImage: A Machine Learning Algorithm to Improve the Quality of Telehealth Photos. | Kailas Vodrahalli, Roxana Daneshjou, Roberto A. Novoa, Albert Chiou, Justin M. Ko, James Zou |
| 2021 | Characterization of Anonymous Physician Perspectives on COVID-19 Using Social Media Data. | Katherine J. Sullivan, Marisha Burden, Angela Keniston, Juan M. Banda, Lawrence E. Hunter |
| 2021 | TreeFix-TP: Phylogenetic Error-Correction for Infectious Disease Transmission Network Inference. | Samuel Sledzieski, Chengchen Zhang, Ion I. Mandoiu, Mukul S. Bansal |
| 2021 | Incorporation of DNA methylation into eQTL mapping in African Americans. | Anmol Singh, Yizhen Zhong, Layan Nahlawi, Sehwan Park, Tanima De, Cristina Alarcon, Minoli Perera |
| 2021 | CheXclusion: Fairness gaps in deep chest X-ray classifiers. | Laleh Seyyed-Kalantari, Guanxiong Liu, Matthew B. A. McDermott, Irene Y. Chen, Marzyeh Ghassemi |
| 2021 | A multi-scale integrated analysis identifies KRT8 as a pan-cancer early biomarker. | Madeleine Scott, Maneesha Limaye, Steven Schaffert, Robert West, Michael G. Ozawa, Pauline Chu, Viswam S. Nair, Albert C. Koong, Purvesh Khatri |
| 2021 | What about the environment? Leveraging multi-omic datasets to characterize the environment's role in human health. | Kristin Passero, Shefali Setia Verma, Kimberly McAllister, Arjun K. Manrai, Chirag J. Patel, Molly A. Hall |
| 2021 | SARS-CoV-2 Drug Discovery based on Intrinsically Disordered Regions. | Anish Mudide, Gil Alterovitz |
| 2021 | Drug Response Pharmacogenetics for 200, 000 UK Biobank Participants. | Gregory McInnes, Russ B. Altman |
| 2021 | Optimization of Genomic Classifiers for Clinical Deployment: Evaluation of Bayesian Optimization to Select Predictive Models of Acute Infection and In-Hospital Mortality. | Michael B. Mayhew, Elizabeth Tran, Kirindi Choi, Uros Midic, Roland Lthy, Nandita Damaraju, Ljubomir J. Buturovic |
| 2021 | Establishing the reliability of algorithms. | Lara M. Mangravite, Sean D. Mooney, Iddo Friedberg, Justin Guinney |
| 2021 | How Much Does the (Social) Environment Matter? Using Artificial Intelligence to Predict COVID-19 Outcomes with Socio-demographic Data. | Christos A. Makridis, Anish Mudide, Gil Alterovitz |
| 2021 | Topological Feature Extraction and Visualization of Whole Slide Images using Graph Neural Networks. | Joshua J. Levy, Christian Haudenschild, Clark Barwick, Brock C. Christensen, Louis J. Vaickus |
| 2021 | Translational Bioinformatics: Integrating Electronic Health Record and Omics Data. | Dokyoon Kim, Ju Han Kim, Jason H. Moore |
| 2021 | Co-occurrence Patterns of Intimate Partner Violence. | Ahmet Mert Hacialiefendioglu, Serhan Yilmaz, Mehmet Koyutrk, Gunnur Karakurt |
| 2021 | Making Compassionate Use More Useful: Using real-world data, real-world evidence and digital twins to supplement or supplant randomized controlled trials. | Dov Greenbaum |
| 2021 | Making Tools that People Will Use: User-Centered Design in Computational Biology Research. | Mary Goldman, Nils Gehlenborg |
| 2021 | Feasibility of the vaccine development for SARS-CoV-2 and other viruses using the shell disorder analysis. | Gerard Kian-Meng Goh, A. Keith Dunker, James A. Foster, Vladimir N. Uversky |
| 2021 | Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles. | Samuel G. Finlayson, Matthew B. A. McDermott, Alex V. Pickering, Scott L. Lipnick, Isaac S. Kohane |
| 2021 | Frequent Subgraph Mining of Functional Interaction Patterns Across Multiple Cancers. | Arda Durmaz, Tim A. D. Henderson, Grkan Bebek |
| 2021 | AeQTL: eQTL analysis using region-based aggregation of rare genomic variants. | Guanlan Dong, Michael C. Wendl, Bin Zhang, Li Ding, Kuan-Lin Huang |
| 2021 | Semantic Changepoint Detection for Finding Potentially Novel Research Publications. | Bhavish Dinakar, Mayla Boguslav, Carsten Grg, Deendayal Dinakarpandian |
| 2021 | Bioinformatics of corals: Investigating heterogeneous omics data from coral holobionts for insight into reef health and resillience. | Lenore J. Cowen, Judith Klein-Seetharaman, Hollie Putnam |