Chemical Space Mimicry for Drug Discovery. - William Yuan; Dadi Jiang; Dhanya K. Nambiar; Lydia P. Liew; Michael P. Hay; Joshua Bloomstein; Peter Lu; Brandon Turner; Quynh-Thu Le; Robert Tibshirani; Purvesh Khatri; Mark G. Moloney; et al. (J. Chem. Inf. Model., 2017)

Privacy-Preserving Distributed Deep Learning for Clinical Data. - Brett K. Beaulieu-Jones; William Yuan; Samuel G. Finlayson; Zhiwei Steven Wu (CoRR, 2018)

Approaching Small Molecule Prioritization as a Cross-Modal Information Retrieval Task through Coordinated Representation Learning. - Samuel G. Finlayson; Matthew B. A. McDermott; Alex V. Pickering; Scott L. Lipnick; William Yuan; Isaac S. Kohane (CoRR, 2019)

Combining Chart Review and Hospital System Dynamics for Electronic Health Record Phenotyping in an International COVID-19 Research Network. - Jeffrey G. Klann; Griffin M. Weber; Emma Perez; William Yuan; Gabriel A. Brat; Shawn N. Murphy (AMIA, 2021)

Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians? - Brett K. Beaulieu-Jones; William Yuan; Gabriel A. Brat; Andrew L. Beam; Griffin M. Weber; Marshall Ruffin; Isaac S. Kohane (npj Digit. Medicine, 2021)

Construction of extra-large scale screening tools for risks of severe mental illnesses using real world healthcare data. - Dianbo Liu; Karmel W. Choi; Paulo Lizano; William Yuan; Kun-Hsing Yu; Jordan Smoller; Isaac S. Kohane (CoRR, 2022)

SurvMaximin: Robust federated approach to transporting survival risk prediction models. - Xuan Wang; Harrison G. Zhang; Xin Xiong; Chuan Hong; Griffin M. Weber; Gabriel A. Brat; Clara-Lea Bonzel; Yuan Luo 001; Rui Duan 004; Nathan P. Palmer; Meghan R. Hutch; Alba Gutiérrez-Sacristán; et al. (J. Biomed. Informatics, 2022)

International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality. - Griffin M. Weber; Chuan Hong; Zongqi Xia; Nicolas Paris; Miguel Pedrera-Jiménez; Ashley C. Pfaff; Emily R. Pfaff; Danielle Pillion; Sara Pizzimenti; Hans-Ulrich Prokosch; Robson A. Prudente; Andrea Prunotto; et al. (npj Digit. Medicine, 2022)

Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record? - Amelia L. M. Tan; Emily J. Getzen; Meghan R. Hutch; Zachary H. Strasser; Alba Gutiérrez-Sacristán; Trang T. Le; Arianna Dagliati; Michele Morris; David A. Hanauer; Bertrand Moal; Clara-Lea Bonzel; William Yuan; et al. (J. Biomed. Informatics, 2023)

Implications of mappings between ICD clinical diagnosis codes and Human Phenotype Ontology terms. - Amelia L. M. Tan; Rafael S. Gonçalves 001; William Yuan; Gabriel A. Brat; The Consortium for Clinical Characterization of COVID-19 by EHR; Robert Gentleman; Isaac S. Kohane (CoRR, 2024)

An operational guide to translational clinical machine learning in academic medical centers. - Mukund Poddar; Jayson S. Marwaha; William Yuan; Santiago Romero-Brufau; Gabriel A. Brat (npj Digit. Medicine, 2024)