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Kelly S. Peterson · SciRah

Researcher profile · Semantic Scholar

Kelly S. Peterson

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Kelly S. Peterson — researcher profile on SciRah

h-index: 11
Works: 34
Citations: 1,411

Most-cited papers

A Clinically Applicable Approach to Continuous Prediction of Future Acute Kidney Injury
Nenad Tomašev, X. Glorot, Jack W. Rae, Michal Zielinski +23 more
2019Nature1,000 citations Open access
Semantic Scholar
Launching into clinical space with medspaCy: a new clinical text processing toolkit in Python
Hannah Eyre, Alec B. Chapman, Kelly S. Peterson, Jianlin Shi +5 more
2021American Medical Informatics Association Annual Symposium138 citations
Semantic Scholar
Detecting Adverse Drug Events with Rapidly Trained Classification Models
Alec B. Chapman, Kelly S. Peterson, Patrick R. Alba, S. DuVall +1 more
2019Drug Safety78 citations Open access
Semantic Scholar
A Natural Language Processing System for National COVID-19 Surveillance in the US Department of Veterans Affairs
Alec B. Chapman, Kelly S. Peterson, Augie Turano, T. Box +2 more
2020NLPCOVID1934 citations
Semantic Scholar
ReHouSED: A Novel Measurement of Veteran Housing Stability Using Natural Language Processing
Alec B. Chapman, Audrey L. Jones, A. T. Kelley, B. Jones +9 more
2021Journal of Biomedical Informatics27 citations Open access
Semantic Scholar
Personalized Gaussian Processes for Future Prediction of Alzheimer's Disease Progression
Kelly S. Peterson, Ognjen Rudovic, Ricardo Guerrero, Rosalind W. Picard
2017arXiv.org27 citations
Semantic Scholar
Development and evaluation of an interoperable natural language processing system for identifying pneumonia across clinical settings of care and institutions
Alec B. Chapman, Kelly S. Peterson, E. Rutter, M. Nevers +5 more
2022medRxiv17 citations Open access
Semantic Scholar
Activity of Meropenem-Vaborbactam against Carbapenem-Resistant Enterobacteriaceae in a Murine Model of Pyelonephritis
W. Weiss, M. Pulse, P. Nguyen, Kelly S. Peterson +5 more
2017Antimicrobial Agents and Chemotherapy16 citations Open access
Semantic Scholar
Automated Travel History Extraction From Clinical Notes for Informing the Detection of Emergent Infectious Disease Events: Algorithm Development and Validation
Kelly S. Peterson, Julia Lewis, Olga V. Patterson, Alec B. Chapman +7 more
2021JMIR Public Health and Surveillance14 citations Open access
Semantic Scholar
Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes
Ognjen Rudovic, Yuria Utsumi, Ricardo Guerrero, Kelly S. Peterson +2 more
2019Machine Learning in Health Care14 citations
Semantic Scholar
Hybrid system for adverse drug event detection
Alec B. Chapman, Kelly S. Peterson, Patrick R. Alba, S. DuVall +1 more
2018Medication and Adverse Drug Event Detection14 citations
Semantic Scholar
Trends in Illness Severity, Hospitalization, and Mortality for Community-Onset Pneumonia at 118 US Veterans Affairs Medical Centers
Barbara E. Jones, Jian Ying, M. Nevers, Patrick R. Alba +10 more
2022Journal of general internal medicine8 citations Open access
Semantic Scholar
Computerized Mortality Prediction for Community-acquired Pneumonia at 117 VA Medical Centers.
Barbara E. Jones, Jian Ying, M. Nevers, Patrick R. Alba +14 more
2021Annals of the American Thoracic Society8 citations Open access
Semantic Scholar
A deep learning approach for medication disposition and corresponding attributes extraction
Qiwei Gan, Mengke Hu, Kelly S. Peterson, Hannah Eyre +5 more
2023Journal of Biomedical Informatics6 citations Open access
Semantic Scholar
Automating detection of diagnostic error of infectious diseases using machine learning
Kelly S. Peterson, Alec B. Chapman, W. Widanagamaachchi, Jesse D. Sutton +5 more
2024PLOS Digital Health3 citations Open access
Semantic Scholar
The Impact of Resilience on Employment Among Post-9/11 Veterans With and Without Military Sexual Trauma Exposure.
Andrea F. Kalvesmaki, Amira Y Trevino, Elizabeth Charron, A. Kroll-Desrosiers +2 more
2023Military Medicine3 citations Open access
Semantic Scholar
Analysis of a national response to a White House directive for ending veteran suicide.
Andrea F. Kalvesmaki, Alec B. Chapman, Kelly S. Peterson, M. Pugh +2 more
2022Health Services Research3 citations Open access
Semantic Scholar
Developing Deep Learning Continuous Risk Models for Early Adverse Event Prediction in Electronic Health Records: an AKI Case Study
Nenad Tomašev, X. Glorot, Jack W. Rae, Michal Zielinski +23 more
20193 citations Open access
Semantic Scholar
Responding to a Crisis of Veteran Suicide QUICkly: A Qualitative Interdisciplinary Collaboration
Andrea F. Kalvesmaki, Alec B. Chapman, Kelly S. Peterson, M. Pugh +2 more
2021American Medical Informatics Association Annual Symposium1 citations
Semantic Scholar
616. Predicting Misdiagnoses of Infectious Disease in Emergency Department Visits
Alec B. Chapman, Kelly S. Peterson, W. Widanagamaachchi, Makoto M. Jones
2021Open Forum Infectious Diseases1 citations Open access
Semantic Scholar
From Emergency Department to Admission: mapping reasons for visit and admit diagnosis using Natural Language Processing
Olga V. Patterson, Hannah Eyre, Kelly S. Peterson, S. DuVall
2021American Medical Informatics Association Annual Symposium1 citations
Semantic Scholar
Personalized Gaussian process-based machine learning models for forecasting Alzheimer's Disease progression
Kelly S. Peterson
2019DSpace@MIT (Massachusetts Institute of Technology)1 citations Open access
Semantic Scholar
448. Can Electronic Clinical Notes Identify Travelers with Zika?
Kelly S. Peterson, Daniel W. Denhalter, Olga V. Patterson, Makoto M. Jones
2018Open Forum Infectious Diseases1 citations Open access
Semantic Scholar
2148. 100 Years of Sepsis: Using Topic Modeling to Understand Historical Themes Surrounding Sepsis
A. Bostwick, Kelly S. Peterson, Barbara E. Jones, R. Paine +2 more
2018Open Forum Infectious Diseases1 citations Open access
Semantic Scholar
A Linguistic Analysis Examining the Impact of COVID-19 on Pneumonia Diagnosis and Disease Models
Alec B. Chapman, Kelly S. Peterson, E. Rutter, M. Nevers +5 more
2024Medinfo0 citations Open access
Semantic Scholar
A flexible framework for visualizing and exploring patient misdiagnosis over time
W. Widanagamaachchi, Kelly S. Peterson, Alec B. Chapman, D. Classen +1 more
2022Journal of Biomedical Informatics0 citations Open access
Semantic Scholar
Removing barriers to clinical text processing with MedSpaCy
Hannah Eyre, Olga V. Patterson, Jianlin Shi, Kelly S. Peterson +3 more
2020American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Automated Travel History Extraction From Clinical Notes for Informing the Detection of Emergent Infectious Disease Events: Algorithm Development and Validation (Preprint)
Kelly S. Peterson, Julia Lewis, Olga V. Patterson, Alec B. Chapman +7 more
20200 citations Open access
Semantic Scholar
2516. Predictors of Zika Virus Disease Severity Within Veterans Affairs (VA)
Julia Lewis, Kelly S. Peterson, Makoto M. Jones
2018Open Forum Infectious Diseases0 citations Open access
Semantic Scholar
1875. How Many Different Antimicrobial Regimens Are There and Which Are Emerging and Declining?
Makoto M. Jones, Barbara E. Jones, V. Stevens, Julia Lewis +5 more
2018Open Forum Infectious Diseases0 citations Open access
Semantic Scholar
Fast and Accurate Adverse Drug Event labeling without a GPU
Kelly S. Peterson, Alec B. Chapman, Patrick R. Alba, S. DuVall +1 more
2018American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
1825. Electronic Measure of Unnecessary Antimicrobial Use in US Veterans Affairs Medical Centers
Makoto M. Jones, V. Stevens, Barbara E. Jones, Julia Lewis +5 more
2018Open Forum Infectious Diseases0 citations Open access
Semantic Scholar
Prevalence of Anemia and Use of Red Cell Distribution Width as a Predictive Tool in a Bariatric Surgery Population
Kelly S. Peterson
20130 citations
Semantic Scholar
Prevalence of SSD in Brazil & English-Speaking Countries: Narrative Review
K. Barnes, A. D. de Melo, Kathleen Schweitzer, A. Williams +8 more
20120 citations
Semantic Scholar

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