Lu J - Search Results

1

An in vitro quantitative systems pharmacology approach for deconvolving mechanisms of drug-induced, multilineage cytopenias.

Wilson JL, Lu D, Corr N, Fullerton A, Lu J. Wilson JL, et al. Among authors: lu j, lu d. PLoS Comput Biol. 2020 Jul 23;16(7):e1007620. doi: 10.1371/journal.pcbi.1007620. eCollection 2020 Jul. PLoS Comput Biol. 2020. PMID: 32701980 Free PMC article.

2

Pharm-AutoML: An open-source, end-to-end automated machine learning package for clinical outcome prediction.

Liu G, Lu D, Lu J. Liu G, et al. Among authors: lu j, lu d. CPT Pharmacometrics Syst Pharmacol. 2021 May;10(5):478-488. doi: 10.1002/psp4.12621. Epub 2021 May 2. CPT Pharmacometrics Syst Pharmacol. 2021. PMID: 33793093 Free PMC article.

3

Applying interpretable machine learning workflow to evaluate exposure-response relationships for large-molecule oncology drugs.

Liu G, Lu J, Lim HS, Jin JY, Lu D. Liu G, et al. Among authors: lu j, lu d. CPT Pharmacometrics Syst Pharmacol. 2022 Dec;11(12):1614-1627. doi: 10.1002/psp4.12871. Epub 2022 Oct 20. CPT Pharmacometrics Syst Pharmacol. 2022. PMID: 36193885 Free PMC article.

4

Deep-NCA: A deep learning methodology for performing noncompartmental analysis of pharmacokinetic data.

Liu G, Brooks L, Canty J, Lu D, Jin JY, Lu J. Liu G, et al. Among authors: lu j, lu d. CPT Pharmacometrics Syst Pharmacol. 2024 May;13(5):870-879. doi: 10.1002/psp4.13124. Epub 2024 Mar 11. CPT Pharmacometrics Syst Pharmacol. 2024. PMID: 38465417 Free PMC article.

5

Computing the Hazard Ratios Associated With Explanatory Variables Using Machine Learning Models of Survival Data.

Sundrani S, Lu J. Sundrani S, et al. Among authors: lu j. JCO Clin Cancer Inform. 2021 Mar;5:364-378. doi: 10.1200/CCI.20.00172. JCO Clin Cancer Inform. 2021. PMID: 33797958

6

Risk Factors of Hyperglycemia After Treatment With the AKT Inhibitor Ipatasertib in the Prostate Cancer Setting: A Machine Learning-Based Investigation.

Harun R, Sane R, Yoshida K, Sutaria DS, Jin JY, Lu J. Harun R, et al. Among authors: lu j. JCO Clin Cancer Inform. 2023 Apr;7:e2200168. doi: 10.1200/CCI.22.00168. JCO Clin Cancer Inform. 2023. PMID: 37116107 Free PMC article.

7

Predicting overall survival from tumor dynamics metrics using parametric statistical and machine learning models: application to patients with RET-altered solid tumors.

Velasquez E, Kassir N, Cheeti S, Kuruvilla D, Sane R, Dang S, Miles D, Lu J. Velasquez E, et al. Among authors: lu j. Front Artif Intell. 2024 Jun 11;7:1412865. doi: 10.3389/frai.2024.1412865. eCollection 2024. Front Artif Intell. 2024. PMID: 38919267 Free PMC article.

8

Explainable deep learning for tumor dynamic modeling and overall survival prediction using Neural-ODE.

Laurie M, Lu J. Laurie M, et al. Among authors: lu j. NPJ Syst Biol Appl. 2023 Nov 18;9(1):58. doi: 10.1038/s41540-023-00317-1. NPJ Syst Biol Appl. 2023. PMID: 37980358 Free PMC article.

9

Population pharmacokinetics and CD20 binding dynamics for mosunetuzumab in relapsed/refractory B-cell non-Hodgkin lymphoma.

Bender B, Li CC, Marchand M, Turner DC, Li F, Vadhavkar S, Wang B, Deng R, Lu J, Jin J, Li C, Yin S, Wei M, Chanu P. Bender B, et al. Among authors: lu j. Clin Transl Sci. 2024 Jun;17(6):e13825. doi: 10.1111/cts.13825. Clin Transl Sci. 2024. PMID: 38808543 Free PMC article.

10

Integrating real-world data and machine learning: A framework to assess covariate importance in real-world use of alternative intravenous dosing regimens for atezolizumab.

Vora B, Jindal A, Velasquez E, Lu J, Wu B. Vora B, et al. Among authors: lu j. Clin Transl Sci. 2024 Nov;17(11):e70077. doi: 10.1111/cts.70077. Clin Transl Sci. 2024. PMID: 39558509 Free PMC article.

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