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Propensity-score-based meta-analytic predictive prior for incorporating real-world and historical data.
Stat Med. 2021 Sep 30;40(22):4794-4808. doi: 10.1002/sim.9095. Epub 2021 Jun 14.
Stat Med. 2021.
PMID: 34126656
Bayesian semiparametric meta-analytic-predictive prior for historical control borrowing in clinical trials.
Hupf B, Bunn V, Lin J, Dong C.
Hupf B, et al.
Stat Med. 2021 Jun 30;40(14):3385-3399. doi: 10.1002/sim.8970. Epub 2021 Apr 13.
Stat Med. 2021.
PMID: 33851441
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Bayesian Additive Regression Trees (BART) with covariate adjusted borrowing in subgroup analyses.
Pan J, Bunn V, Hupf B, Lin J.
Pan J, et al. Among authors: hupf b.
J Biopharm Stat. 2022 Jul 4;32(4):613-626. doi: 10.1080/10543406.2022.2089160. Epub 2022 Jun 23.
J Biopharm Stat. 2022.
PMID: 35737650
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Covariate adjusted meta-analytic predictive (CA-MAP) prior for historical borrowing using patient-level data.
Hupf B, Yang Y, Gryder R, Bunn V, Lin J.
Hupf B, et al.
J Biopharm Stat. 2024 Apr 1:1-9. doi: 10.1080/10543406.2024.2330206. Online ahead of print.
J Biopharm Stat. 2024.
PMID: 38562017
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Application of Machine Learning Techniques to High-Dimensional Clinical Data to Forecast Postoperative Complications.
Thottakkara P, Ozrazgat-Baslanti T, Hupf BB, Rashidi P, Pardalos P, Momcilovic P, Bihorac A.
Thottakkara P, et al. Among authors: hupf bb.
PLoS One. 2016 May 27;11(5):e0155705. doi: 10.1371/journal.pone.0155705. eCollection 2016.
PLoS One. 2016.
PMID: 27232332
Free PMC article.
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