Zhang P - Search Results

1

A deep learning framework for high-throughput mechanism-driven phenotype compound screening and its application to COVID-19 drug repurposing.

Pham TH, Qiu Y, Zeng J, Xie L, Zhang P. Pham TH, et al. Among authors: zhang p. Nat Mach Intell. 2021 Mar;3(3):247-257. doi: 10.1038/s42256-020-00285-9. Epub 2021 Feb 1. Nat Mach Intell. 2021. PMID: 33796820 Free PMC article.

2

A deep learning framework for high-throughput mechanism-driven phenotype compound screening.

Pham TH, Qiu Y, Zeng J, Xie L, Zhang P. Pham TH, et al. Among authors: zhang p. bioRxiv [Preprint]. 2020 Jul 20:2020.07.19.211235. doi: 10.1101/2020.07.19.211235. bioRxiv. 2020. Update in: Nat Mach Intell. 2021 Mar;3(3):247-257. doi: 10.1038/s42256-020-00285-9 PMID: 32743586 Free PMC article. Updated. Preprint.

3

Combining structured and unstructured data for predictive models: a deep learning approach.

Zhang D, Yin C, Zeng J, Yuan X, Zhang P. Zhang D, et al. Among authors: zhang p. BMC Med Inform Decis Mak. 2020 Oct 29;20(1):280. doi: 10.1186/s12911-020-01297-6. BMC Med Inform Decis Mak. 2020. PMID: 33121479 Free PMC article.

4

Chemical-induced gene expression ranking and its application to pancreatic cancer drug repurposing.

Pham TH, Qiu Y, Liu J, Zimmer S, O'Neill E, Xie L, Zhang P. Pham TH, et al. Among authors: zhang p. Patterns (N Y). 2022 Feb 4;3(4):100441. doi: 10.1016/j.patter.2022.100441. eCollection 2022 Apr 8. Patterns (N Y). 2022. PMID: 35465231 Free PMC article.

5

FAME: Fragment-based Conditional Molecular Generation for Phenotypic Drug Discovery.

Pham TH, Xie L, Zhang P. Pham TH, et al. Among authors: zhang p. Proc SIAM Int Conf Data Min. 2022;2022:720-728. doi: 10.1137/1.9781611977172.81. Proc SIAM Int Conf Data Min. 2022. PMID: 35509686 Free PMC article.

6

A deep learning framework for drug repurposing via emulating clinical trials on real-world patient data.

Liu R, Wei L, Zhang P. Liu R, et al. Among authors: zhang p. Nat Mach Intell. 2021 Jan;3(1):68-75. doi: 10.1038/s42256-020-00276-w. Epub 2021 Jan 4. Nat Mach Intell. 2021. PMID: 35603127 Free PMC article.

7

A fair and interpretable network for clinical risk prediction: a regularized multi-view multi-task learning approach.

Pham TH, Yin C, Mehta L, Zhang X, Zhang P. Pham TH, et al. Among authors: zhang p, zhang x. Knowl Inf Syst. 2023 Apr;65(4):1487-1521. doi: 10.1007/s10115-022-01813-2. Epub 2022 Dec 23. Knowl Inf Syst. 2023. PMID: 36998311 Free PMC article.

8

Estimating treatment effects for time-to-treatment antibiotic stewardship in sepsis.

Liu R, Hunold KM, Caterino JM, Zhang P. Liu R, et al. Among authors: zhang p. Nat Mach Intell. 2023 Apr;5(4):421-431. doi: 10.1038/s42256-023-00638-0. Epub 2023 Apr 6. Nat Mach Intell. 2023. PMID: 37125081 Free PMC article.

9

Fairness and Accuracy Under Domain Generalization.

Pham TH, Zhang X, Zhang P. Pham TH, et al. Among authors: zhang p, zhang x. ArXiv [Preprint]. 2023 Jan 30:arXiv:2301.13323v1. ArXiv. 2023. PMID: 37292471 Free PMC article. Preprint.

10

Clinical connectivity map for drug repurposing: using laboratory results to bridge drugs and diseases.

Wen Q, Liu R, Zhang P. Wen Q, et al. Among authors: zhang p. BMC Med Inform Decis Mak. 2021 Sep 24;21(Suppl 8):263. doi: 10.1186/s12911-021-01617-4. BMC Med Inform Decis Mak. 2021. PMID: 34560862 Free PMC article.

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