Soper BC - Search Results

1

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. 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.

2

Generation and evaluation of synthetic patient data.

Goncalves A, Ray P, Soper B, Stevens J, Coyle L, Sales AP. Goncalves A, et al. 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. 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. 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. 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

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. Sci Rep. 2021 Oct 1;11(1):19543. doi: 10.1038/s41598-021-98071-z. Sci Rep. 2021. PMID: 34599200 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. 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. 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

A hidden Markov model for population-level cervical cancer screening data.

Soper BC, Nygård M, Abdulla G, Meng R, Nygård JF. Soper BC, et al. Stat Med. 2020 Nov 10;39(25):3569-3590. doi: 10.1002/sim.8681. Epub 2020 Aug 27. Stat Med. 2020. PMID: 32854166

10

Hierarchical continuous-time inhomogeneous hidden Markov model for cancer screening with extensive followup data.

Meng R, Soper B, Lee HK, Nygård JF, Nygård M. Meng R, et al. Stat Methods Med Res. 2022 Dec;31(12):2383-2399. doi: 10.1177/09622802221122390. Epub 2022 Aug 30. Stat Methods Med Res. 2022. PMID: 36039541

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