Sparapani RA - Search Results

1

Non-parametric recurrent events analysis with BART and an application to the hospital admissions of patients with diabetes.

Sparapani RA, Rein LE, Tarima SS, Jackson TA, Meurer JR. Sparapani RA, et al. Biostatistics. 2020 Jan 1;21(1):69-85. doi: 10.1093/biostatistics/kxy032. Biostatistics. 2020. PMID: 30059992 Free PMC article.

2

Optimal Donor Selection Across Multiple Outcomes For Hematopoietic Stem Cell Transplantation By Bayesian Nonparametric Machine Learning.

Sparapani RA, Maiers M, Spellman SR, Shaw BE, Laud PW, Devine SM, Logan BR. Sparapani RA, et al. medRxiv [Preprint]. 2024 May 9:2024.05.09.24307134. doi: 10.1101/2024.05.09.24307134. medRxiv. 2024. PMID: 38766030 Free PMC article. Preprint.

3

Effects of Singing on Vascular Health in Older Adults with Coronary Artery Disease: A Randomized Trial.

Bagherimohamadipour M, Hammad M, Visotcky A, Sparapani R, Kulinski J. Bagherimohamadipour M, et al. medRxiv [Preprint]. 2024 Jul 27:2024.07.25.24311033. doi: 10.1101/2024.07.25.24311033. medRxiv. 2024. PMID: 39108506 Free PMC article. Preprint.

4

Nonparametric survival analysis using Bayesian Additive Regression Trees (BART).

Sparapani RA, Logan BR, McCulloch RE, Laud PW. Sparapani RA, et al. Stat Med. 2016 Jul 20;35(16):2741-53. doi: 10.1002/sim.6893. Epub 2016 Feb 7. Stat Med. 2016. PMID: 26854022 Free PMC article.

5

The interplay between hospital and surgeon factors and the use of sentinel lymph node biopsy for breast cancer.

Yen TWF, Li J, Sparapani RA, Laud PW, Nattinger AB. Yen TWF, et al. Among authors: sparapani ra. Medicine (Baltimore). 2016 Aug;95(31):e4392. doi: 10.1097/MD.0000000000004392. Medicine (Baltimore). 2016. PMID: 27495053 Free PMC article.

6

Effect of hospital volume on processes of breast cancer care: A National Cancer Data Base study.

Yen TW, Pezzin LE, Li J, Sparapani R, Laud PW, Nattinger AB. Yen TW, et al. Cancer. 2017 May 15;123(6):957-966. doi: 10.1002/cncr.30413. Epub 2016 Nov 8. Cancer. 2017. PMID: 27861746 Free article.

7

Decision making and uncertainty quantification for individualized treatments using Bayesian Additive Regression Trees.

Logan BR, Sparapani R, McCulloch RE, Laud PW. Logan BR, et al. Stat Methods Med Res. 2019 Apr;28(4):1079-1093. doi: 10.1177/0962280217746191. Epub 2017 Dec 18. Stat Methods Med Res. 2019. PMID: 29254443 Free PMC article.

8

Nonparametric competing risks analysis using Bayesian Additive Regression Trees.

Sparapani R, Logan BR, McCulloch RE, Laud PW. Sparapani R, et al. Stat Methods Med Res. 2020 Jan;29(1):57-77. doi: 10.1177/0962280218822140. Epub 2019 Jan 7. Stat Methods Med Res. 2020. PMID: 30612519 Free PMC article.

9

Detection of Left Ventricular Hypertrophy Using Bayesian Additive Regression Trees: The MESA.

Sparapani R, Dabbouseh NM, Gutterman D, Zhang J, Chen H, Bluemke DA, Lima JAC, Burke GL, Soliman EZ. Sparapani R, et al. J Am Heart Assoc. 2019 Mar 5;8(5):e009959. doi: 10.1161/JAHA.118.009959. J Am Heart Assoc. 2019. PMID: 30827132 Free PMC article.

10

Nonparametric machine learning for precision medicine with longitudinal clinical trials and Bayesian additive regression trees with mixed models.

Spanbauer C, Sparapani R. Spanbauer C, et al. Stat Med. 2021 May 20;40(11):2665-2691. doi: 10.1002/sim.8924. Epub 2021 Mar 9. Stat Med. 2021. PMID: 33751659

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