Susan M. Shortreed

According to our database, Susan M. Shortreed authored at least 8 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Complex modeling with detailed temporal predictors does not improve health records-based suicide risk prediction.

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

npj Digit. Medicine, 2023

2022

Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events.

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

J. Am. Medical Informatics Assoc., 2022

2021

Evaluation of Electronic Health Record-Based Suicide Risk Prediction Models on Contemporary Data.

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

Appl. Clin. Inform., 2021

2019

What health records data are required for accurate prediction of suicidal behavior?

Gregory E. Simon, Susan M. Shortreed, Eric Johnson, Rebecca C. Rossom, Frances L. Lynch, Rebecca Ziebell, Robert B. Penfold

J. Am. Medical Informatics Assoc., 2019

2014

Integrating database knowledge and epidemiological design to improve the implementation of data mining methods that evaluate vaccine safety in large healthcare databases.

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

Stat. Anal. Data Min., 2014

2011

Informing sequential clinical decision-making through reinforcement learning: an empirical study.

Susan M. Shortreed, Eric B. Laber, Daniel J. Lizotte, T. Scott Stroup, Joelle Pineau, Susan A. Murphy

Mach. Learn., 2011

2005

Unsupervised Spectral Learning.

Susan M. Shortreed, Marina Meila

Proceedings of the UAI '05, 2005

Regularized spectral learning.

Marina Meila, Susan M. Shortreed, Liang Xu

Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005