Fairness in the prediction of acute postoperative pain using machine learning models. - Anis Davoudi; Ruba Sajdeya; Ron Ison; Jennifer Hagen; Parisa Rashidi; Catherine C. Price; Patrick James Tighe (Frontiers Digit. Health, 2022)

Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes. - Ruba Sajdeya; Mamoun T. Mardini; Patrick James Tighe; Ronald L. Ison; Chen Bai; Sebastian Jugl; Gao Hanzhi; Kimia Zandbiglari; Farzana Islam Adiba; Almut G. Winterstein; Thomas A Pearson; Robert L. Cook 002; et al. (J. Am. Medical Informatics Assoc., 2023)

Development of a Probabilistic Boolean network (PBN) to model intraoperative blood pressure management. - Chamara Gunaratne; Ron Ison; Catherine C. Price; François Modave; Patrick James Tighe (Comput. Methods Programs Biomed., 2024)

XTSFormer: Cross-Temporal-Scale Transformer for Irregular Time Event Prediction. - Tingsong Xiao; Zelin Xu 001; Wenchong He; Jim Su; Yupu Zhang; Raymond Opoku; Ronald L. Ison; Jason Petho; Jiang Bian 001; Patrick James Tighe; Parisa Rashidi; Zhe Jiang 001 (CoRR, 2024)

Peri-AIIMS: Perioperative Artificial Intelligence Driven Integrated Modeling of Surgeries using Anesthetic, Physical and Cognitive Statuses for Predicting Hospital Outcomes. - Sabyasachi Bandyopadhyay; Jiaqing Zhang; Ronald L. Ison; David J. Libon; Patrick James Tighe; Catherine C. Price; Parisa Rashidi (CoRR, 2024)