Sherri Rose

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 12

Top Topics

Differential Equations

Maximum Likelihood Estimation

Machine Learning

Top Venues

J. Am. Medical Informatics Assoc.

Nat. Mach. Intell.

Publications

Marika M. Cusick, Glenn M. Chertow, Douglas K. Owens, Michelle Y. Williams, Sherri Rose
Algorithmic Changes Are Not Enough: Evaluating the Removal of Race Adjustment from the eGFR Equation. CoRR (2024)
Duncan C. McElfresh, Lucia Chen, Elizabeth Oliva, Vilija Joyce, Sherri Rose, Suzanne Tamang
A call for better validation of opioid overdose risk algorithms. J. Am. Medical Informatics Assoc. 30 (10) (2023)
Paidamoyo Chapfuwa, Sherri Rose, Lawrence Carin, Edward Meeds, Ricardo Henao
Capturing actionable dynamics with structured latent ordinary differential equations. UAI (2022)
Viknesh Sounderajah, Melissa D. McCradden, Xiaoxuan Liu, Sherri Rose, Hutan Ashrafian, Gary S. Collins, James A. Anderson, Patrick M. Bossuyt, David Moher, Ara Darzi
Ethics methods are required as part of reporting guidelines for artificial intelligence in healthcare. Nat. Mach. Intell. 4 (4) (2022)
Paidamoyo Chapfuwa, Sherri Rose, Lawrence Carin, Edward Meeds, Ricardo Henao
Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations. CoRR (2022)
Anna Zink, Sherri Rose
Identifying Undercompensated Groups Defined By Multiple Attributes in Risk Adjustment. CoRR (2021)
Mark J. van der Laan, Sherri Rose
Why Machine Learning Cannot Ignore Maximum Likelihood Estimation. CoRR (2021)
Irene Y. Chen, Emma Pierson, Sherri Rose, Shalmali Joshi, Kadija Ferryman, Marzyeh Ghassemi
Ethical Machine Learning in Health Care. CoRR (2020)
Anna Zink, Sherri Rose
Fair Regression for Health Care Spending. CoRR (2019)
Sherri Rose, Thomas G. McGuire
Statistical Fit and Algorithmic Fairness in Risk Adjustment for Health Policy. CoRR (2018)
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
Challenges in adapting existing clinical natural language processing systems to multiple, diverse health care settings. J. Am. Medical Informatics Assoc. 24 (5) (2017)
Savannah L. Bergquist, Gabriel A. Brooks, Nancy L. Keating, Mary Beth Landrum, Sherri Rose
Classifying Lung Cancer Severity with Ensemble Machine Learning in Health Care Claims Data. MLHC (2017)
Shawn Cokus, Sherri Rose, David Haynor, Niels Grønbech-Jensen, Matteo Pellegrini
. BMC Bioinform. 7 (2006)