"Is This an STD? Please Help!": Online Information Seeking for Sexually Transmitted Diseases on Reddit. - Alicia L. Nobles; Caitlin N. Dreisbach; Jessica Keim-Malpass; Laura E. Barnes (ICWSM, 2018)

An Application of Data Mining Techniques to Explore Congressional Lobbying Records for Patterns in Pediatric Special Interest Expenditures Prior to the Affordable Care Act. - Elizabeth Harrison; Caitlin N. Dreisbach; Nada Basit; Jessica Keim-Malpass (Frontiers Big Data, 2018)

A systematic review of natural language processing and text mining of symptoms from electronic patient-authored text data. - Caitlin N. Dreisbach; Theresa A. Koleck; Philip E. Bourne; Suzanne Bakken (Int. J. Medical Informatics, 2019)

Natural language processing of symptoms documented in free-text narratives of electronic health records: a systematic review. - Theresa A. Koleck; Caitlin N. Dreisbach; Philip E. Bourne; Suzanne Bakken (J. Am. Medical Informatics Assoc., 2019)

Informing Symptom Science Using a Citizen Science Application in the COVID-19 Pandemic. - Caitlin N. Dreisbach; Katherine South; Theresa A. Koleck; Veronica Barcelona; Lena Mamykina; Noémie Elhadad; Suzanne Bakken (AMIA, 2021)

Fine-tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets. - Max Fleming; Priyanka Dondeti; Caitlin N. Dreisbach; Adam Poliak (SMM4H@NAACL-HLT, 2021)

A systematic review on natural language processing systems for eligibility prescreening in clinical research. - Betina Ross S. Idnay; Caitlin N. Dreisbach; Chunhua Weng; Rebecca Schnall (J. Am. Medical Informatics Assoc., 2021)

Optimizing Clinical Research Eligibility Prescreening: An Iterative Usability Evaluation of an NLP-driven Cohort Identification Tool. - Betina Ross S. Idnay; Yilu Fang; Caitlin N. Dreisbach; Karen Marder; Chunhua Weng; Rebecca Schnall (AMIA, 2022)

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. - Theresa A. Koleck; Susan Grayson; Katelyn Leggio; Alex Conway 003; Caitlin N. Dreisbach (AMIA, 2022)

Discovering changes in birthing narratives during COVID-19. - Daphna Spira; Noreen Mayat; Caitlin N. Dreisbach; Adam Poliak (CoRR, 2022)

Clinical research staff perceptions on a natural language processing-driven tool for eligibility prescreening: An iterative usability assessment. - Betina Ross S. Idnay; Yilu Fang; Caitlin N. Dreisbach; Karen Marder; Chunhua Weng; Rebecca Schnall (Int. J. Medical Informatics, 2023)

Advancing Data Science Competencies for Nursing PhD Students. - Suzanne Bakken; Caitlin N. Dreisbach; Meghan Reading Turchioe (Nursing Informatics, 2024)

User guide for Social Determinants of Health Survey data in the All of Us Research Program. - Theresa A. Koleck; Caitlin N. Dreisbach; Chen Zhang; Susan Grayson; Maichou Lor; Zhirui Deng; Alex Conway 003; Peter D. R. Higgins; Suzanne Bakken (J. Am. Medical Informatics Assoc., 2024)