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ORCIDSusan M. Shortreed
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Journal Articles
- 2023
[j6]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)- 2022
- [j5]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): 2023-2031 (2022) - 2021
- [j4]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): 778-787 (2021) - 2019
- [j3]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): 1458-1465 (2019) - 2014
- [j2]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): 337-351 (2014) - 2011
- [j1]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): 109-136 (2011)
Conference and Workshop Papers
- 2005
- [c2]Marina Meila, Susan M. Shortreed, Liang Xu:
Regularized spectral learning. AISTATS 2005: 230-237 - [c1]Susan M. Shortreed, Marina Meila:
Unsupervised Spectral Learning. UAI 2005: 534-541
Informal and Other Publications
- 2012
- [i1]Susan M. Shortreed, Marina Meila:
Unsupervised spectral learning. CoRR abs/1207.1358 (2012)
Coauthor Index
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