Caitlin N. Dreisbach

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Systematic Review

Natural Language

Usability Evaluation

Top Venues

Int. J. Medical Informatics

J. Am. Medical Informatics Assoc.

Publications

Betina Ross S. Idnay, Yilu Fang, Caitlin N. Dreisbach, Karen Marder, Chunhua Weng, Rebecca Schnall
Clinical research staff perceptions on a natural language processing-driven tool for eligibility prescreening: An iterative usability assessment. Int. J. Medical Informatics 171 (2023)
Daphna Spira, Noreen Mayat, Caitlin N. Dreisbach, Adam Poliak
Discovering changes in birthing narratives during COVID-19. CoRR (2022)
Theresa A. Koleck, Susan Grayson, Katelyn Leggio, Alex Conway, Caitlin N. Dreisbach
Symptom Phenotypes and Predictors of Unrelieved Symptoms in Individuals with Chronic Conditions: A Cross-sectional Analysis of the All of Us Research Program Survey Data. AMIA (2022)
Betina Ross S. Idnay, Yilu Fang, Caitlin N. Dreisbach, Karen Marder, Chunhua Weng, Rebecca Schnall
Optimizing Clinical Research Eligibility Prescreening: An Iterative Usability Evaluation of an NLP-driven Cohort Identification Tool. AMIA (2022)
Max Fleming, Priyanka Dondeti, Caitlin N. Dreisbach, Adam Poliak
Fine-Tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets. CoRR (2021)
Caitlin N. Dreisbach, Katherine South, Theresa A. Koleck, Veronica Barcelona, Lena Mamykina, Noémi Elhadad, Suzanne Bakken
Informing Symptom Science Using a Citizen Science Application in the COVID-19 Pandemic. AMIA (2021)
Max Fleming, Priyanka Dondeti, Caitlin N. Dreisbach, Adam Poliak
Fine-tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets. SMM4H@NAACL-HLT (2021)
Betina Ross S. Idnay, Caitlin N. Dreisbach, Chunhua Weng, Rebecca Schnall
A systematic review on natural language processing systems for eligibility prescreening in clinical research. J. Am. Medical Informatics Assoc. 29 (1) (2021)
Theresa A. Koleck, Caitlin N. Dreisbach, Philip E. Bourne, Suzanne Bakken
Natural language processing of symptoms documented in free-text narratives of electronic health records: a systematic review. J. Am. Medical Informatics Assoc. 26 (4) (2019)
Caitlin N. Dreisbach, Theresa A. Koleck, Philip E. Bourne, Suzanne Bakken
A systematic review of natural language processing and text mining of symptoms from electronic patient-authored text data. Int. J. Medical Informatics 125 (2019)
Elizabeth Harrison, Caitlin N. Dreisbach, Nada Basit, Jessica Keim-Malpass
An Application of Data Mining Techniques to Explore Congressional Lobbying Records for Patterns in Pediatric Special Interest Expenditures Prior to the Affordable Care Act. Frontiers Big Data 1 (2018)
Alicia L. Nobles, Caitlin N. Dreisbach, Jessica Keim-Malpass, Laura E. Barnes
"Is This an STD? Please Help!": Online Information Seeking for Sexually Transmitted Diseases on Reddit. ICWSM (2018)