Ray P - Search Results

1

Budget constrained machine learning for early prediction of adverse outcomes for COVID-19 patients.

Nguyen S, Chan R, Cadena J, Soper B, Kiszka P, Womack L, Work M, Duggan JM, Haller ST, Hanrahan JA, Kennedy DJ, Mukundan D, Ray P. Nguyen S, et al. Among authors: ray p. Sci Rep. 2021 Oct 1;11(1):19543. doi: 10.1038/s41598-021-98071-z. Sci Rep. 2021. PMID: 34599200 Free PMC article.

2

Generation and evaluation of synthetic patient data.

Goncalves A, Ray P, Soper B, Stevens J, Coyle L, Sales AP. Goncalves A, et al. Among authors: ray p. BMC Med Res Methodol. 2020 May 7;20(1):108. doi: 10.1186/s12874-020-00977-1. BMC Med Res Methodol. 2020. PMID: 32381039 Free PMC article.

3

Improving five-year survival prediction via multitask learning across HPV-related cancers.

Goncalves A, Soper B, Nygård M, Nygård JF, Ray P, Widemann D, Sales AP. Goncalves A, et al. Among authors: ray p. PLoS One. 2020 Nov 16;15(11):e0241225. doi: 10.1371/journal.pone.0241225. eCollection 2020. PLoS One. 2020. PMID: 33196642 Free PMC article.

4

Nonstationary multivariate Gaussian processes for electronic health records.

Meng R, Soper B, Lee HKH, Liu VX, Greene JD, Ray P. Meng R, et al. Among authors: ray p. J Biomed Inform. 2021 May;117:103698. doi: 10.1016/j.jbi.2021.103698. Epub 2021 Feb 19. J Biomed Inform. 2021. PMID: 33617985 Free article.

5

Bayesian multitask learning regression for heterogeneous patient cohorts.

Goncalves A, Ray P, Soper B, Widemann D, Nygård M, Nygård JF, Sales AP. Goncalves A, et al. Among authors: ray p. J Biomed Inform. 2019;100S:100059. doi: 10.1016/j.yjbinx.2019.100059. Epub 2019 Oct 18. J Biomed Inform. 2019. PMID: 34384572 Free article.

6

Dynamic modeling of hospitalized COVID-19 patients reveals disease state-dependent risk factors.

Soper BC, Cadena J, Nguyen S, Chan KHR, Kiszka P, Womack L, Work M, Duggan JM, Haller ST, Hanrahan JA, Kennedy DJ, Mukundan D, Ray P. Soper BC, et al. Among authors: ray p. J Am Med Inform Assoc. 2022 Apr 13;29(5):864-872. doi: 10.1093/jamia/ocac012. J Am Med Inform Assoc. 2022. PMID: 35137149 Free PMC article.

7

COVID-19 outcomes in patients with cancer: Findings from the University of California health system database.

Kwon DH, Cadena J, Nguyen S, Chan KHR, Soper B, Gryshuk AL, Hong JC, Ray P, Huang FW. Kwon DH, et al. Among authors: ray p. Cancer Med. 2022 Jun;11(11):2204-2215. doi: 10.1002/cam4.4604. Epub 2022 Mar 9. Cancer Med. 2022. PMID: 35261195 Free PMC article.

8

An electronic health record cohort of Veterans with amyotrophic lateral sclerosis.

Reimer RJ, Goncalves A, Soper B, Cadena J, Wilson JL, Gryshuk AL, Suarez P, Osborne TF, Grimes KV, Ray P. Reimer RJ, et al. Among authors: ray p. Amyotroph Lateral Scler Frontotemporal Degener. 2023 Aug 9:1-7. doi: 10.1080/21678421.2023.2239300. Online ahead of print. Amyotroph Lateral Scler Frontotemporal Degener. 2023. PMID: 37555559

9

Unsupervised probabilistic models for sequential Electronic Health Records.

Kaplan AD, Greene JD, Liu VX, Ray P. Kaplan AD, et al. Among authors: ray p. J Biomed Inform. 2022 Oct;134:104163. doi: 10.1016/j.jbi.2022.104163. Epub 2022 Aug 28. J Biomed Inform. 2022. PMID: 36038064 Free PMC article.

10

Evidence of SARS-CoV-2 Antibody in Mississippi White-Tailed Deer.

Hearst S, Palermo PM, Watts DM, Campbell K, Ivey R, Young C, Yarbrough W, Facundus E, Spears J, Mills S, McNeely KA, Ray P, Burnett GC, Bates GT, Bates JT. Hearst S, et al. Among authors: ray p. Vector Borne Zoonotic Dis. 2024 May 2. doi: 10.1089/vbz.2023.0144. Online ahead of print. Vector Borne Zoonotic Dis. 2024. PMID: 38695836

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