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2020 – today
- 2024
[j3]Chamara Gunaratne
, Ron Ison, Catherine C. Price, François Modave, Patrick James Tighe:
Development of a Probabilistic Boolean network (PBN) to model intraoperative blood pressure management. Comput. Methods Programs Biomed. 249: 108143 (2024)- [i2]Tingsong Xiao, Zelin Xu, Wenchong He, Jim Su, Yupu Zhang, Raymond Opoku, Ronald L. Ison, Jason Petho, Jiang Bian, Patrick James Tighe, Parisa Rashidi, Zhe Jiang:
XTSFormer: Cross-Temporal-Scale Transformer for Irregular Time Event Prediction. CoRR abs/2402.02258 (2024) - [i1]Sabyasachi Bandyopadhyay, Jiaqing Zhang, Ronald L. Ison, David J. Libon, Patrick James Tighe, Catherine C. Price, Parisa Rashidi:
Peri-AIIMS: Perioperative Artificial Intelligence Driven Integrated Modeling of Surgeries using Anesthetic, Physical and Cognitive Statuses for Predicting Hospital Outcomes. CoRR abs/2411.00840 (2024) - 2023
- [j2]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, Masoud Rouhizadeh:
Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes. J. Am. Medical Informatics Assoc. 30(8): 1418-1428 (2023) - 2022
- [j1]Anis Davoudi, Ruba Sajdeya, Ron Ison, Jennifer Hagen, Parisa Rashidi, Catherine C. Price, Patrick James Tighe:
Fairness in the prediction of acute postoperative pain using machine learning models. Frontiers Digit. Health 4 (2022)
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