Impact of Electronic Health Records on Quality of Care: Evidence on Inpatient Mortality, Readmissions, and Complications. - Tina Hernandez-Boussard; Catherine M. Curtin; Doug Morrision; Swati Yanamadala; Katherine McDonald (AMIA, 2015)

Annotation of pain and anesthesia events for surgery-related processes and outcomes extraction. - Wen-wai Yim; Dario Tedesco; Catherine M. Curtin; Tina Hernandez-Boussard (BioNLP, 2017)

Trajectory analysis for postoperative pain using electronic health records: A nonparametric method with robust linear regression and K-medians cluster analysis. - Yingjie Weng; Lu Tian; Dario Tedesco; Karishma Desai; Steven M. Asch; Ian Carroll; Catherine M. Curtin; Kathryn M. McDonald; Tina Hernandez-Boussard (Health Informatics J., 2020)

Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010-2020. - Jean Coquet; Alban Zammit; Oualid El Hajouji; Keith Humphreys; Steven M. Asch; Thomas F. Osborne; Catherine M. Curtin; Tina Hernandez-Boussard (Frontiers Digit. Health, 2022)

Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring. - Oualid El Hajouji; Ran Sun; Alban Zammit; Keith Humphreys; Steven M. Asch; Ian Carroll; Catherine M. Curtin; Tina Hernandez-Boussard (PLoS Comput. Biol., 2023)

FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records. - Yuqing Wang; Malvika Pillai; Yun Zhao 001; Catherine M. Curtin; Tina Hernandez-Boussard (MLHC, 2024)

Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network. - Behzad Naderalvojoud; Catherine M. Curtin; Chen Yanover; Tal El-Hay; Byungjin Choi; Rae Woong Park; Javier Gracia-Tabuenca; Mary Pat Reeve; Thomas Falconer; Keith Humphreys; Steven M. Asch; Tina Hernandez-Boussard (J. Am. Medical Informatics Assoc., 2024)