Susan M. Shortreed

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 4

Top Topics

Knowledge Discovery

Data Mining Methods

Top Venues

J. Am. Medical Informatics Assoc.

Stat. Anal. Data Min.

npj Digit. Medicine

Appl. Clin. Inform.

Publications

Susan M. Shortreed, Rod L. Walker, Eric Johnson, Robert 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
Complex modeling with detailed temporal predictors does not improve health records-based suicide risk prediction. npj Digit. Medicine 6 (2023)
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
Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events. J. Am. Medical Informatics Assoc. 29 (12) (2022)
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
Evaluation of Electronic Health Record-Based Suicide Risk Prediction Models on Contemporary Data. Appl. Clin. Inform. 12 (4) (2021)
Gregory E. Simon, Susan M. Shortreed, Eric Johnson, Rebecca C. Rossom, Frances L. Lynch, Rebecca Ziebell, Robert B. Penfold
What health records data are required for accurate prediction of suicidal behavior? J. Am. Medical Informatics Assoc. 26 (12) (2019)
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
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. 7 (5) (2014)
Susan M. Shortreed, Marina Meila
Unsupervised spectral learning CoRR (2012)
Susan M. Shortreed, Eric B. Laber, Daniel J. Lizotte, T. Scott Stroup, Joelle Pineau, Susan A. Murphy
Informing sequential clinical decision-making through reinforcement learning: an empirical study. Mach. Learn. 84 (1-2) (2011)
Susan M. Shortreed, Marina Meila
Unsupervised Spectral Learning. UAI (2005)
Marina Meila, Susan M. Shortreed, Liang Xu
Regularized spectral learning. AISTATS (2005)