Modelling the network of cell cycle transcription factors in the yeast Saccharomyces cerevisiae. - Shawn Cokus; Sherri Rose; David R. Haynor; Niels Grønbech-Jensen; Matteo Pellegrini (BMC Bioinform., 2006)

Targeted Learning for Variable Importance. - Sherri Rose (Handbook of Big Data, 2016)

Classifying Lung Cancer Severity with Ensemble Machine Learning in Health Care Claims Data. - Savannah L. Bergquist; Gabriel A. Brooks; Nancy L. Keating; Mary Beth Landrum; Sherri Rose (MLHC, 2017)

Challenges in adapting existing clinical natural language processing systems to multiple, diverse health care settings. - David S. Carrell; Robert E. Schoen; Daniel A. Leffler; Michele Morris; Sherri Rose; Andrew Baer; Seth D. Crockett; Rebecca Gourevitch; Katie M. Dean; Ateev Mehrotra (J. Am. Medical Informatics Assoc., 2017)

Statistical Fit and Algorithmic Fairness in Risk Adjustment for Health Policy. - Sherri Rose; Thomas G. McGuire (CoRR, 2018)

Fair Regression for Health Care Spending. - Anna Zink; Sherri Rose (CoRR, 2019)

Ethical Machine Learning in Health Care. - Irene Y. Chen; Emma Pierson; Sherri Rose; Shalmali Joshi; Kadija Ferryman; Marzyeh Ghassemi (CoRR, 2020)

Identifying Undercompensated Groups Defined By Multiple Attributes in Risk Adjustment. - Anna Zink; Sherri Rose (CoRR, 2021)

Why Machine Learning Cannot Ignore Maximum Likelihood Estimation. - Mark J. van der Laan; Sherri Rose (CoRR, 2021)

Capturing actionable dynamics with structured latent ordinary differential equations. - Paidamoyo Chapfuwa; Sherri Rose; Lawrence Carin; Edward Meeds; Ricardo Henao (UAI, 2022)

Ethics methods are required as part of reporting guidelines for artificial intelligence in healthcare. - Viknesh Sounderajah; Melissa D. McCradden; Xiaoxuan Liu; Sherri Rose; Hutan Ashrafian; Gary S. Collins; James A. Anderson; Patrick M. Bossuyt; David Moher; Ara Darzi (Nat. Mach. Intell., 2022)

A call for better validation of opioid overdose risk algorithms. - Duncan C. McElfresh; Lucia Chen; Elizabeth Oliva; Vilija Joyce; Sherri Rose; Suzanne Tamang (J. Am. Medical Informatics Assoc., 2023)

Algorithmic Changes Are Not Enough: Evaluating the Removal of Race Adjustment From the eGFR Equation. - Marika M. Cusick; Glenn M. Chertow; Douglas K. Owens; Michelle Y. Williams; Sherri Rose (CHIL, 2024)

Incorporating area-level social drivers of health in predictive algorithms using electronic health record data. - Agata Foryciarz; Nicole Gladish; David H. Rehkopf; Sherri Rose (J. Am. Medical Informatics Assoc., 2025)