Gabriel RA - Search Results

1

A tutorial on calibration measurements and calibration models for clinical prediction models.

Huang Y, Li W, Macheret F, Gabriel RA, Ohno-Machado L. Huang Y, et al. Among authors: gabriel ra. J Am Med Inform Assoc. 2020 Apr 1;27(4):621-633. doi: 10.1093/jamia/ocz228. J Am Med Inform Assoc. 2020. PMID: 32106284 Free PMC article. Review.

2

A Predictive Model for Extended Postanesthesia Care Unit Length of Stay in Outpatient Surgeries.

Gabriel RA, Waterman RS, Kim J, Ohno-Machado L. Gabriel RA, et al. Anesth Analg. 2017 May;124(5):1529-1536. doi: 10.1213/ANE.0000000000001827. Anesth Analg. 2017. PMID: 28079580

3

Genomics and electronic health record systems.

Ohno-Machado L, Kim J, Gabriel RA, Kuo GM, Hogarth MA. Ohno-Machado L, et al. Among authors: gabriel ra. Hum Mol Genet. 2018 May 1;27(R1):R48-R55. doi: 10.1093/hmg/ddy104. Hum Mol Genet. 2018. PMID: 29741693 Free PMC article. Review.

4

Fair compute loads enabled by blockchain: sharing models by alternating client and server roles.

Kuo TT, Gabriel RA, Ohno-Machado L. Kuo TT, et al. Among authors: gabriel ra. J Am Med Inform Assoc. 2019 May 1;26(5):392-403. doi: 10.1093/jamia/ocy180. J Am Med Inform Assoc. 2019. PMID: 30892656 Free PMC article.

5

Privacy-preserving model learning on a blockchain network-of-networks.

Kuo TT, Kim J, Gabriel RA. Kuo TT, et al. Among authors: gabriel ra. J Am Med Inform Assoc. 2020 Mar 1;27(3):343-354. doi: 10.1093/jamia/ocz214. J Am Med Inform Assoc. 2020. PMID: 31943009 Free PMC article.

6

EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): decentralized online healthcare/genomics predictive model learning.

Kuo TT, Gabriel RA, Cidambi KR, Ohno-Machado L. Kuo TT, et al. Among authors: gabriel ra. J Am Med Inform Assoc. 2020 May 1;27(5):747-756. doi: 10.1093/jamia/ocaa023. J Am Med Inform Assoc. 2020. PMID: 32364235 Free PMC article.

7

Calibrating predictive model estimates in a distributed network of patient data.

Huang Y, Jiang X, Gabriel RA, Ohno-Machado L. Huang Y, et al. Among authors: gabriel ra. J Biomed Inform. 2021 May;117:103758. doi: 10.1016/j.jbi.2021.103758. Epub 2021 Apr 1. J Biomed Inform. 2021. PMID: 33811986 Free article.

8

Constructing synthetic datasets with generative artificial intelligence to train large language models to classify acute renal failure from clinical notes.

Litake O, Park BH, Tully JL, Gabriel RA. Litake O, et al. Among authors: gabriel ra. J Am Med Inform Assoc. 2024 May 20;31(6):1404-1410. doi: 10.1093/jamia/ocae081. J Am Med Inform Assoc. 2024. PMID: 38622901

9

Machine Learning Prediction Models to Reduce Length of Stay at Ambulatory Surgery Centers Through Case Resequencing.

Tully JL, Zhong W, Simpson S, Curran BP, Macias AA, Waterman RS, Gabriel RA. Tully JL, et al. Among authors: gabriel ra. J Med Syst. 2023 Jul 10;47(1):71. doi: 10.1007/s10916-023-01966-9. J Med Syst. 2023. PMID: 37428267 Free PMC article.

10

Identifying and characterizing highly similar notes in big clinical note datasets.

Gabriel RA, Kuo TT, McAuley J, Hsu CN. Gabriel RA, et al. J Biomed Inform. 2018 Jun;82:63-69. doi: 10.1016/j.jbi.2018.04.009. Epub 2018 Apr 19. J Biomed Inform. 2018. PMID: 29679685 Free article.

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