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Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes.
J Am Med Inform Assoc. 2023 Jul 19;30(8):1418-1428. doi: 10.1093/jamia/ocad080.
J Am Med Inform Assoc. 2023.
PMID: 37178155
Free PMC article.
Fairness in the prediction of acute postoperative pain using machine learning models.
Davoudi A, Sajdeya R, Ison R, Hagen J, Rashidi P, Price CC, Tighe PJ.
Davoudi A, et al.
Front Digit Health. 2023 Jan 11;4:970281. doi: 10.3389/fdgth.2022.970281. eCollection 2022.
Front Digit Health. 2023.
PMID: 36714611
Free PMC article.
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Development of a Probabilistic Boolean network (PBN) to model intraoperative blood pressure management.
Gunaratne C, Ison R, Price CC, Modave F, Tighe P.
Gunaratne C, et al.
Comput Methods Programs Biomed. 2024 Jun;249:108143. doi: 10.1016/j.cmpb.2024.108143. Epub 2024 Mar 24.
Comput Methods Programs Biomed. 2024.
PMID: 38552333
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Beyond COVID: Reframing the Global Problematique with STiP (Systems Thinking in Practice).
Ison RL.
Ison RL.
J Syst Sci Syst Eng. 2023;32(1):1-15. doi: 10.1007/s11518-023-5549-9. Epub 2023 Jan 14.
J Syst Sci Syst Eng. 2023.
PMID: 36687144
Free PMC article.
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