Sherri Rose

17 papers A 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Incorporating area-level social drivers of health in predictive algorithms using electronic health record data.
J. Am. Medical Informatics Assoc.
Agata Foryciarz, Nicole Gladish, David H. Rehkopf, Sherri Rose
2025 J jnl
Penalized Fair Regression for Multiple Groups in Chronic Kidney Disease.
CoRR
Carter H. Nakamoto, Lucia Lushi Chen, Agata Foryciarz, Sherri Rose
2024 — conf
Algorithmic Changes Are Not Enough: Evaluating the Removal of Race Adjustment From the eGFR Equation.
CHIL
Marika M. Cusick, Glenn M. Chertow, Douglas K. Owens, Michelle Y. Williams, Sherri Rose
2024 J jnl
Algorithmic Changes Are Not Enough: Evaluating the Removal of Race Adjustment from the eGFR Equation.
CoRR
Marika M. Cusick, Glenn M. Chertow, Douglas K. Owens, Michelle Y. Williams, Sherri Rose
2023 J jnl
A call for better validation of opioid overdose risk algorithms.
J. Am. Medical Informatics Assoc.
Duncan C. McElfresh, Lucia Chen, Elizabeth Oliva, Vilija Joyce, Sherri Rose, Suzanne Tamang
2022 J jnl
Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations.
CoRR
Paidamoyo Chapfuwa, Sherri Rose, Lawrence Carin, Edward Meeds, Ricardo Henao
2022 A conf
Capturing actionable dynamics with structured latent ordinary differential equations.
UAI
Paidamoyo Chapfuwa, Sherri Rose, Lawrence Carin, Edward Meeds, Ricardo Henao
2022 J jnl
Ethics methods are required as part of reporting guidelines for artificial intelligence in healthcare.
Nat. Mach. Intell.
Viknesh Sounderajah, Melissa D. McCradden, Xiaoxuan Liu, Sherri Rose, Hutan Ashrafian, Gary S. Collins, James A. Anderson, Patrick M. Bossuyt, David Moher, Ara Darzi
2021 J jnl
Identifying Undercompensated Groups Defined By Multiple Attributes in Risk Adjustment.
CoRR
Anna Zink, Sherri Rose
2021 J jnl
Why Machine Learning Cannot Ignore Maximum Likelihood Estimation.
CoRR
Mark J. van der Laan, Sherri Rose
2020 J jnl
Ethical Machine Learning in Health Care.
CoRR
Irene Y. Chen, Emma Pierson, Sherri Rose, Shalmali Joshi, Kadija Ferryman, Marzyeh Ghassemi
2019 J jnl
Fair Regression for Health Care Spending.
CoRR
Anna Zink, Sherri Rose
2018 J jnl
Statistical Fit and Algorithmic Fairness in Risk Adjustment for Health Policy.
CoRR
Sherri Rose, Thomas G. McGuire
2017 J jnl
Challenges in adapting existing clinical natural language processing systems to multiple, diverse health care settings.
J. Am. Medical Informatics Assoc.
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
2017 — conf
Classifying Lung Cancer Severity with Ensemble Machine Learning in Health Care Claims Data.
MLHC
Savannah L. Bergquist, Gabriel A. Brooks, Nancy L. Keating, Mary Beth Landrum, Sherri Rose
2016 — ch.
Targeted Learning for Variable Importance.
Handbook of Big Data
Sherri Rose
2006 J jnl
Modelling the network of cell cycle transcription factors in the yeast
BMC Bioinform.
Shawn Cokus, Sherri Rose, David R. Haynor, Niels Grønbech-Jensen, Matteo Pellegrini