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Machine Learning to Develop and Internally Validate a Predictive Model for Post-operative Delirium in a Prospective, Observational Clinical Cohort Study of Older Surgical Patients.
Racine AM, Tommet D, D'Aquila ML, Fong TG, Gou Y, Tabloski PA, Metzger ED, Hshieh TT, Schmitt EM, Vasunilashorn SM, Kunze L, Vlassakov K, Abdeen A, Lange J, Earp B, Dickerson BC, Marcantonio ER, Steingrimsson J, Travison TG, Inouye SK, Jones RN; , the RISE Study Group. Racine AM, et al. Among authors: steingrimsson j. J Gen Intern Med. 2021 Feb;36(2):265-273. doi: 10.1007/s11606-020-06238-7. Epub 2020 Oct 19. J Gen Intern Med. 2021. PMID: 33078300 Free PMC article.
Deep learning for survival outcomes.
Steingrimsson JA, Morrison S. Steingrimsson JA, et al. Stat Med. 2020 Jul 30;39(17):2339-2349. doi: 10.1002/sim.8542. Epub 2020 Apr 13. Stat Med. 2020. PMID: 32281672 Free PMC article.
Development and internal validation of a predictive model of cognitive decline 36 months following elective surgery.
Jones RN, Tommet D, Steingrimsson J, Racine AM, Fong TG, Gou Y, Hshieh TT, Metzger ED, Schmitt EM, Tabloski PA, Travison TG, Vasunilashorn SM, Abdeen A, Earp B, Kunze L, Lange J, Vlassakov K, Dickerson BC, Marcantonio ER, Inouye SK. Jones RN, et al. Among authors: steingrimsson j. Alzheimers Dement (Amst). 2021 May 21;13(1):e12201. doi: 10.1002/dad2.12201. eCollection 2021. Alzheimers Dement (Amst). 2021. PMID: 34046520 Free PMC article.
Comparison of Low-Value Care Among Commercial and Medicaid Enrollees.
Ellison JE, Kumar S, Steingrimsson JA, Adhikari D, Charlesworth CJ, McConnell KJ, Trivedi AN, Trikalinos TA, Forbes SP, Panagiotou OA. Ellison JE, et al. Among authors: steingrimsson ja. J Gen Intern Med. 2023 Mar;38(4):954-960. doi: 10.1007/s11606-022-07823-8. Epub 2022 Sep 29. J Gen Intern Med. 2023. PMID: 36175761 Free PMC article.
Survival analysis using deep learning with medical imaging.
Morrison S, Gatsonis C, Eloyan A, Steingrimsson JA. Morrison S, et al. Int J Biostat. 2023 Jun 14;20(1):1-12. doi: 10.1515/ijb-2022-0113. eCollection 2024 May 1. Int J Biostat. 2023. PMID: 37312249 Free PMC article.
Doubly robust survival trees.
Steingrimsson JA, Diao L, Molinaro AM, Strawderman RL. Steingrimsson JA, et al. Stat Med. 2016 Sep 10;35(20):3595-612. doi: 10.1002/sim.6949. Epub 2016 Mar 31. Stat Med. 2016. PMID: 27037609 Free PMC article.
60 results