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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.
Censoring Unbiased Regression Trees and Ensembles.
Steingrimsson JA, Diao L, Strawderman RL. Steingrimsson JA, et al. J Am Stat Assoc. 2019;114(525):370-383. doi: 10.1080/01621459.2017.1407775. Epub 2018 Jul 9. J Am Stat Assoc. 2019. PMID: 31190691 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.
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. 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.
47 results