Alec B. Chapman

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Natural Language Processing

Individual Differences

Emergency Department

Clinical Practice

Top Venues

J. Biomed. Informatics

Medication and Adverse Drug Event Detection

Publications

Jorie M. Butler, Teresa Taft, Peter Taber, Elizabeth Rutter, Megan Fix, Alden Baker, Charlene R. Weir, McKenna Nevers, David C. Classen, Karen Cosby, Makoto Jones, Alec B. Chapman, Barbara E. Jones
Pneumonia diagnosis performance in the emergency department: a mixed-methods study about clinicians' experiences and exploration of individual differences and response to diagnostic performance feedback. J. Am. Medical Informatics Assoc. 31 (7) (2024)
Alec B. Chapman, Kelly S. Peterson, Elizabeth Rutter, Mckenna Nevers, Jian Ying, David C. Classen, Makoto Jones, Matthew H. Samore, Barbara Jones
A Linguistic Analysis Examining the Impact of COVID-19 on Pneumonia Diagnosis and Disease Models. MedInfo (2023)
Alec B. Chapman, Kristina Cordasco, Stephanie Chassman, Talia Panadero, Dylan Agans, Nicholas Jackson, Kimberly Clair, Richard Nelson, Ann Elizabeth Montgomery, Jack Tsai, Erin Finley, Sonya Gabrielian
Assessing longitudinal housing status using Electronic Health Record data: a comparison of natural language processing, structured data, and patient-reported history. Frontiers Artif. Intell. 6 (2023)
Wathsala Widanagamaachchi, Kelly S. Peterson, Alec B. Chapman, David Classen, Makoto Jones
A flexible framework for visualizing and exploring patient misdiagnosis over time. J. Biomed. Informatics 134 (2022)
Alec B. Chapman, Audrey L. Jones, A. Taylor Kelley, Barbara Jones, Lori Gawron, Ann Elizabeth Montgomery, Thomas Byrne, Ying Suo, James Cook, Warren B. P. Pettey, Kelly S. Peterson, Makoto Jones, Richard Nelson
ReHouSED: A novel measurement of Veteran housing stability using natural language processing. J. Biomed. Informatics 122 (2021)
Hannah Eyre, Alec B. Chapman, Kelly S. Peterson, Jianlin Shi, Patrick R. Alba, Makoto M. Jones, Tamara L. Box, Scott L. DuVall, Olga V. Patterson
Launching into clinical space with medspaCy: a new clinical text processing toolkit in Python. AMIA (2021)
Hannah Eyre, Alec B. Chapman, Kelly S. Peterson, Jianlin Shi, Patrick R. Alba, Makoto M. Jones, Tamara L. Box, Scott L. DuVall, Olga V. Patterson
Launching into clinical space with medspaCy: a new clinical text processing toolkit in Python. CoRR (2021)
Hannah Eyre, Olga V. Patterson, Jianlin Shi, Kelly S. Peterson, Alec B. Chapman, Patrick R. Alba, Scott L. DuVall
Removing barriers to clinical text processing with MedSpaCy. AMIA (2020)
Alec B. Chapman, Kelly S. Peterson, Patrick R. Alba, Scott L. DuVall, Olga V. Patterson
Hybrid system for adverse drug event detection. Medication and Adverse Drug Event Detection (2018)
Alec B. Chapman, Patrick R. Alba, Brian T. Bucher, Scott L. DuVall, Olga V. Patterson
A User-Friendly Interface for Concept Dictionary Expansion Using Word Embeddings and SNOMED-CT. AMIA (2018)
Kelly S. Peterson, Alec B. Chapman, Patrick R. Alba, Scott L. DuVall, Olga V. Patterson
Fast and Accurate Adverse Drug Event labeling without a GPU. AMIA (2018)
Alec B. Chapman, Danielle L. Mowery, Douglas S. Swords, Wendy W. Chapman, Brian T. Bucher
Detecting Evidence of Intra-abdominal Surgical Site Infections from Radiology Reports Using Natural Language Processing. AMIA (2017)