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Alec B. Chapman
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Detecting adverse drug events with rapidly trained classification models
AB Chapman, KS Peterson, PR Alba, SL DuVall, OV Patterson
Drug safety 42, 147-156, 2019
762019
Launching into clinical space with medspaCy: a new clinical text processing toolkit in Python
H Eyre, AB Chapman, KS Peterson, J Shi, PR Alba, MM Jones, TL Box, ...
AMIA Annual Symposium Proceedings 2021, 438, 2021
622021
A Natural Language Processing System for National COVID-19 Surveillance in the US Department of Veterans Affairs
AB Chapman, KS Peterson, A Turano, TL Box, KS Wallace, M Jones
1st Workshop on NLP for COVID-19 at ACL 2020, 2020
322020
Detecting evidence of intra-abdominal surgical site infections from radiology reports using natural language processing
AB Chapman, DL Mowery, DS Swords, WW Chapman, BT Bucher
AMIA Annual Symposium Proceedings 2017, 515, 2017
202017
ReHouSED: A novel measurement of Veteran housing stability using natural language processing
AB Chapman, A Jones, AT Kelley, B Jones, L Gawron, AE Montgomery, ...
Journal of biomedical informatics 122, 103903, 2021
162021
Hybrid system for adverse drug event detection
AB Chapman, KS Peterson, PR Alba, SL DuVall, OV Patterson
International Workshop on Medication and Adverse Drug Event Detection, 16-24, 2018
132018
Development and evaluation of an interoperable natural language processing system for identifying pneumonia across clinical settings of care and institutions
AB Chapman, KS Peterson, E Rutter, M Nevers, M Zhang, J Ying, ...
JAMIA open 5 (4), ooac114, 2022
92022
Automated travel history extraction from clinical notes for informing the detection of emergent infectious disease events: algorithm development and validation
KS Peterson, J Lewis, OV Patterson, AB Chapman, DW Denhalter, PA Lye, ...
JMIR public health and surveillance 7 (3), e26719, 2021
52021
Predictors of homeless service utilization and stable housing status among Veterans receiving services from a nationwide homelessness prevention and rapid rehousing program
T Byrne, AE Montgomery, AB Chapman, W Pettey, A Effiong, Y Suo, ...
Evaluation and Program Planning 97, 102223, 2023
32023
A natural language processing system for national COVID-19 surveillance in the US department of veterans affairs. 2020
AB Chapman, KS Peterson, A Turano
32021
Using natural language processing to study homelessness longitudinally with electronic health record data subject to irregular observations
AB Chapman, DO Scharfstein, AE Montgomery, T Byrne, Y Suo, A Effiong, ...
AMIA Annual Symposium Proceedings 2023, 894, 2023
22023
Analysis of a national response to a White House directive for ending veteran suicide
AF Kalvesmaki, AB Chapman, KS Peterson, MJ Pugh, M Jones, ...
Health services research 57, 32-41, 2022
22022
Assessing longitudinal housing status using Electronic Health Record data: a comparison of natural language processing, structured data, and patient-reported history
AB Chapman, K Cordasco, S Chassman, T Panadero, D Agans, ...
Frontiers in Artificial Intelligence 6, 1187501, 2023
12023
616. Predicting Misdiagnoses of Infectious Disease in Emergency Department Visits
AB Chapman, K Peterson, W Widanagamaachchi, MM Jones
Open Forum Infectious Diseases 8 (Supplement_1), S411-S411, 2021
12021
2182: Developing a corpus for natural language processing to identify bleeding complications among intensive care unit patients
R Shah, B Steinberg, B Bucher, A Chapman, D Lloyd-Jones, M Rondina, ...
Journal of Clinical and Translational Science 1 (S1), 12-12, 2017
12017
Temporary Financial Assistance Reduced The Probability Of Unstable Housing Among Veterans For More Than 1 Year: Study examines the effect of temporary financial assistance on …
AB Chapman, D Scharfstein, TH Byrne, AE Montgomery, Y Suo, A Effiong, ...
Health Affairs 43 (2), 250-259, 2024
2024
A Linguistic Analysis Examining the Impact of COVID-19 on Pneumonia Diagnosis and Disease Models.
AB Chapman, KS Peterson, E Rutter, M Nevers, J Ying, D Classen, ...
Studies in Health Technology and Informatics 310, 1444-1445, 2024
2024
Longitudinal housing outcomes among homeless-experienced veterans using electronic health records: Comparing structured and unstructured data elements
S Chassman, A Chapman, T Panadero, D Agans, K Cordasco, N Jackson, ...
APHA 2023 Annual Meeting and Expo, 2023
2023
Hospital admission decisions for older Veterans with community‐onset pneumonia: An analysis of 118 US Veterans Affairs Medical Centers
BE Jones, J Ying, MK Nevers, ED Rutter, AB Chapman, R Brenner, ...
Academic Emergency Medicine 30 (4), 398-409, 2023
2023
194 Discordance of Pneumonia Diagnoses from Admission to Discharge: A Retrospective Cohort Analysis of 118 Veterans Affairs Emergency Departments
E Rutter, J Ying, M Nevers, A Chapman, M Jones, K Peterson, B Jones
Annals of Emergency Medicine 80 (4), S88, 2022
2022
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Articles 1–20