Identification of Gout Flares in Chief Complaint Text Using Natural Language Processing. - John D. Osborne; James S. Booth; Tobias O'Leary; Amy Mudano; Giovanna Rosas; Phillip Foster; Kenneth Saag; Maria I. Danila (AMIA, 2020)

Identification of Cancer Entities in Clinical Text Combining Transformers with Dictionary Features. - John D. Osborne; Tobias O'Leary; James Del Monte; Kuleen Sasse (IberLEF@SEPLN, 2020)

Towards Identification of Opiate Use Disorder in Clinical Text. - John D. Osborne; Tobias O'Leary; Abdullateef I. Almudaifer; Whitney L. Covington; Caleb M. Carroll; Ellen F. Eaton; Rachel A. Lee; Sue S. Feldman; Lauren Walter (AMIA, 2021)

BRATsynthetic: Text De-identification using a Markov Chain Replacement Strategy for Surrogate Personal Identifying Information. - John D. Osborne; Tobias O'Leary; Akhil Nadimpalli; Salma M. Aly; Richard E. Kennedy (CoRR, 2022)

Annotation of Opioid Use Disorder Entity Modifiers in Clinical Text. - Abdullateef I. Almudaifer; Sue S. Feldman; Tobias O'Leary; Whitney L. Covington; JaMor Hairston; Zachary Deitch; Estera Crisan; Kevin Riggs; Lauren Walter; John D. Osborne (MedInfo, 2023)

Transfer Learning for the Prediction of Entity Modifiers in Clinical Text: Application to Opioid Use Disorder Case Detection. - Abdullateef I. Almudaifer; Tobias O'Leary; Whitney L. Covington; JaMor Hairston; Zachary Deitch; Ankit Anand; Caleb M. Carroll; Estera Crisan; William Bradford; Lauren Walter; Ellen F. Eaton; Sue S. Feldman; et al. (CoRR, 2024)