| 2021 | Differential Privacy Protection Against Membership Inference Attack on Machine Learning for Genomic Data. | Junjie Chen, Wendy Hui Wang, Xinghua Shi |
| 2021 | Intimate Partner Violence and Injury Prediction From Radiology Reports. | Irene Y. Chen, Emily Alsentzer, Hyesun Park, Richard Thomas, Babina Gosangi, Rahul Gujrathi, Bharti Khurana |
| 2021 | Not All C-sections Are the Same: Investigating Emergency vs. Elective C-section deliveries as an Adverse Pregnancy Outcome. | Silvia P. Caneln, Mary Regina Boland |
| 2021 | Advanced Methods for Big Data Analytics in Women's Health. | Mary Regina Boland, Karin Verspoor, Maricel G. Kann, Su Golder, Lisa Levine, Karen O'Conner, Natalia Villanueva-Rosales, Graciela Gonzalez-Hernandez |
| 2021 | Raising the stakeholders: Improving patient outcomes through interprofessional collaborations in AI for healthcare. | Carly A. Bobak, Marek Svoboda, Kristine A. Giffin, Dennis P. Wall, Jason H. Moore |
| 2021 | Innovative methodological approaches for data integration to derive patterns across diverse, large-scale biomedical datasets. | Brett K. Beaulieu-Jones, Christian Darabos, Dokyoon Kim, Anurag Verma, Shilpa Nadimpalli Kobren |
| 2021 | ParKCa: Causal Inference with Partially Known Causes. | Raquel Aoki, Martin Ester |
| 2021 | AI for infectious disease modelling and therapeutics. | Gil Alterovitz, Wei-Lun Alterovitz, Gail H. Cassell, Lixin Zhang, A. Keith Dunker |
| 2021 | Semi-automated NMR Pipeline for Environmental Exposures: New Insights on the Metabolomics of Smokers versus Non-smokers. | Morris A. Aguilar, John A. S. McGuigan, Molly A. Hall |
| 2021 | Computational Challenges and Artificial Intelligence in Precision Medicine. | Olga Afanasiev, Joanne Berghout, Steven E. Brenner, Martha L. Bulyk, Dana C. Crawford, Jonathan H. Chen, Roxana Daneshjou, Lukasz Kidzinski |
| 2021 | Protein sequence models for prediction and comparative analysis of the SARS-CoV-2 - human interactome. | Meghana Kshirsagar, Nure Tasnina, Michael D. Ward, Jeffrey N. Law, T. M. Murali, Juan M. Lavista Ferres, Gregory R. Bowman, Judith Klein-Seetharaman |
| 2020 | Obtaining Dual-Energy Computed Tomography (CT) Information from a Single-Energy CT Image forQuantitative Imaging Analysis of Living Subjects by Using Deep Learning. | Wei Zhao, Tianling Lv, Rena Lee, Yang Chen, Lei Xing |
| 2020 | Identifying Transitional High Cost Users from Unstructured Patient Profiles Written by Primary CarePhysicians. | Haoran Zhang, Elisa Candido, Andrew S. Wilton, Raquel Duchen, Liisa Jaakkimainen, Walter P. Wodchis, Quaid Morris |
| 2020 | Multilevel Self-Attention Model and Its Use on Medical Risk Prediction. | Xianlong Zeng, Yunyi Feng, Soheil Moosavinasab, Deborah Lin, Simon M. Lin, Chang Liu |
| 2020 | Monitoring ICU Mortality Risk with a Long Short-Term Memory Recurrent Neural Network. | Ke Yu, Mingda Zhang, Tianyi Cui, Milos Hauskrecht |
| 2020 | Genome Gerrymandering: Optimal Division of the Genome into Regions with Cancer Type SpecificDifferences in Mutation Rates. | Adamo Young, Jacob Chmura, Yoon-Sik Park, Quaid Morris, Gurnit Atwal |
| 2020 | Computationally Efficient, Exact, Covariate-Adjusted Genetic Principal Component Analysis byLeveraging Individual Marker Summary Statistics from Large Biobanks. | Jack M. Wolf, Martha Barnard, Xueting Xia, Nathan Ryder, Jason Westra, Nathan L. Tintle |
| 2020 | DNA Repair Footprint Uncovers Contribution of DNA Repair Mechanism to MutationalSignatures. | Damian Wjtowicz, Mark D. M. Leiserson, Roded Sharan, Teresa M. Przytycka |
| 2020 | Hadoop and PySpark for Reproducibility and Scalability of Genomic Sequencing Studies. | Nicholas R. Wheeler, Penelope Benchek, Brian W. Kunkle, Kara L. Hamilton-Nelson, MikeWarfe, Jeremy R. Fondran, Jonathan L. Haines, William S. Bush |
| 2020 | Enhancing Model Interpretability and Accuracy for Disease Progression Prediction via Phenotype-BasedPatient Similarity Learning. | Yue Wang, Tong Wu, Yunlong Wang, Gao Wang |
| 2020 | Automated Phenotyping of Patients with Non-Alcoholic Fatty Liver Disease Reveals Clinically RelevantDisease Subtypes. | Maxence Vandromme, Tomi Jun, Ponni Perumalswami, Joel T. Dudley, Andrea Branch, Li Li |
| 2020 | Network Representation of Large-Scale Heterogeneous RNA Sequences with Integration of DiverseMulti-omics, Interactions, and Annotations Data. | Nhat Tran, Jean Gao |
| 2020 | Robust-ODAL: Learning from Heterogeneous Health Systems Without Sharing Patient-LevelData. | Jiayi Tong, Rui Duan, Ruowang Li, Martijn J. Scheuemie, Jason H. Moore, Yong Chen |
| 2020 | From Genome to Phenome: Predicting Multiple Cancer Phenotypes Based on Somatic GenomicAlterations via the Genomic Impact Transformer. | Yifeng Tao, Chunhui Cai, William W. Cohen, Xinghua Lu |
| 2020 | Two-stage ML Classifier for Identifying Host Protein Targets of the Dengue Protease. | Jacob T. Stanley, Alison R. Gilchrist, Alex C. Stabell, Mary A. Allen, Sara L. Sawyer, Robin D. Dowell |