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2020 – today
- 2024
[j4]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)- [j3]Chen Bai, Mohammad A. Al-Ani, Shawna Amini, Patrick James Tighe, Catherine C. Price, Todd M. Manini, Mamoun T. Mardini:
Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning. J. Intell. Inf. Syst. 62(2): 339-354 (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) - 2022
- [j2]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) - 2020
- [c1]Anis Davoudi, Catherine Dion, Shawna Amini, David J. Libon, Patrick James Tighe, Catherine C. Price, Parisa Rashidi:
Phenotyping Cognitive Impairment using Graphomotor and Latency Features in Digital Clock Drawing Test. EMBC 2020: 5657-5660
2010 – 2019
- 2016
- [j1]William Souillard-Mandar, Randall Davis, Cynthia Rudin, Rhoda Au, David J. Libon, Rodney Swenson, Catherine C. Price, Melissa Lamar, Dana L. Penney:
Learning classification models of cognitive conditions from subtle behaviors in the digital Clock Drawing Test. Mach. Learn. 102(3): 393-441 (2016)
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