Susan M. Shortreed

11 papers A 2Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Behavior of prediction performance metrics with rare events.
CoRR
Emily Minus, R. Yates Coley, Susan M. Shortreed, Brian D. Williamson
2024 J jnl
Importance of variables from different time frames for predicting self-harm using health system data.
J. Biomed. Informatics
Charles J. Wolock, Brian D. Williamson, Susan M. Shortreed, Gregory E. Simon, Karen J. Coleman, Rodney Yeargans, Brian K. Ahmedani, Yihe G. Daida, Frances L. Lynch, Rebecca C. Rossom, Rebecca A. Ziebell, Maricela Cruz, Robert D. Wellman, R. Yates Coley
2023 J jnl
Complex modeling with detailed temporal predictors does not improve health records-based suicide risk prediction.
npj Digit. Medicine
Susan M. Shortreed, Rod L. Walker, Eric Johnson, Robert D. Wellman, Maricela Cruz, Rebecca Ziebell, R. Yates Coley, Zimri S. Yaseen, Sai Dharmarajan, Robert B. Penfold, Brian K. Ahmedani, Rebecca C. Rossom, Arne Beck, Jennifer M. Boggs, Greg E. Simon
2022 J jnl
Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events.
J. Am. Medical Informatics Assoc.
Gregory E. Simon, Susan M. Shortreed, Jennifer M. Boggs, Gregory N. Clarke, Rebecca C. Rossom, Julie E. Richards, Arne Beck, Brian K. Ahmedani, Karen J. Coleman, Bhumi Bhakta, Christine C. Stewart, Stacy Sterling, Michael Schoenbaum, R. Yates Coley, Marc Stone, Andrew D. Mosholder, Zimri S. Yaseen
2021 J jnl
Evaluation of Electronic Health Record-Based Suicide Risk Prediction Models on Contemporary Data.
Appl. Clin. Inform.
Rod L. Walker, Susan M. Shortreed, Rebecca Ziebell, Eric Johnson, Jennifer M. Boggs, Frances L. Lynch, Yihe G. Daida, Brian K. Ahmedani, Rebecca C. Rossom, Karen J. Coleman, Gregory E. Simon
2019 J jnl
What health records data are required for accurate prediction of suicidal behavior?
J. Am. Medical Informatics Assoc.
Gregory E. Simon, Susan M. Shortreed, Eric Johnson, Rebecca C. Rossom, Frances L. Lynch, Rebecca Ziebell, Robert B. Penfold
2014 J jnl
Integrating database knowledge and epidemiological design to improve the implementation of data mining methods that evaluate vaccine safety in large healthcare databases.
Stat. Anal. Data Min.
Jennifer C. Nelson, Susan M. Shortreed, Onchee Yu, Do Peterson, Roger Baxter, Bruce Fireman, Ned Lewis, Dave McClure, Eric Weintraub, Stan Xu, Lisa A. Jackson
2012 J jnl
Unsupervised spectral learning
CoRR
Susan M. Shortreed, Marina Meila
2011 J jnl
Informing sequential clinical decision-making through reinforcement learning: an empirical study.
Mach. Learn.
Susan M. Shortreed, Eric B. Laber, Daniel J. Lizotte, T. Scott Stroup, Joelle Pineau, Susan A. Murphy
2005 A conf
Regularized spectral learning.
AISTATS
Marina Meila, Susan M. Shortreed, Liang Xu
2005 A conf
Unsupervised Spectral Learning.
UAI
Susan M. Shortreed, Marina Meila