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Methodology for Good Machine Learning with Multi-Omics Data.
Coroller T, Sahiner B, Amatya A, Gossmann A, Karagiannis K, Moloney C, Samala RK, Santana-Quintero L, Solovieff N, Wang C, Amiri-Kordestani L, Cao Q, Cha KH, Charlab R, Cross FH Jr, Hu T, Huang R, Kraft J, Krusche P, Li Y, Li Z, Mazo I, Paul R, Schnakenberg S, Serra P, Smith S, Song C, Su F, Tiwari M, Vechery C, Xiong X, Zarate JP, Zhu H, Chakravartty A, Liu Q, Ohlssen D, Petrick N, Schneider JA, Walderhaug M, Zuber E. Coroller T, et al. Among authors: huang r. Clin Pharmacol Ther. 2024 Apr;115(4):745-757. doi: 10.1002/cpt.3105. Epub 2024 Jan 31. Clin Pharmacol Ther. 2024. PMID: 37965805
Landscape Analysis of the Application of Artificial Intelligence and Machine Learning in Regulatory Submissions for Drug Development From 2016 to 2021.
Liu Q, Huang R, Hsieh J, Zhu H, Tiwari M, Liu G, Jean D, ElZarrad MK, Fakhouri T, Berman S, Dunn B, Diamond MC, Huang SM. Liu Q, et al. Among authors: huang r, huang sm. Clin Pharmacol Ther. 2023 Apr;113(4):771-774. doi: 10.1002/cpt.2668. Epub 2022 Jun 16. Clin Pharmacol Ther. 2023. PMID: 35707940 No abstract available.
Using Machine Learning to Determine a Suitable Patient Population for Anakinra for the Treatment of COVID-19 Under the Emergency Use Authorization.
Liu Q, Nair R, Huang R, Zhu H, Anderson A, Belen O, Tran V, Chiu R, Higgins K, Chen J, He L, Doddapaneni S, Huang SM, Nikolov NP, Zineh I. Liu Q, et al. Among authors: huang r, huang sm. Clin Pharmacol Ther. 2024 Apr;115(4):890-895. doi: 10.1002/cpt.3191. Epub 2024 Feb 13. Clin Pharmacol Ther. 2024. PMID: 38348530
Evaluating Pneumonitis Incidence in Patients with Non-small Cell Lung Cancer Treated with Immunotherapy and/or Chemotherapy Using Real-world and Clinical Trial Data.
Liu Q, Zhang C, Huang Y, Huang R, Huang SM, Larkins E, Stapleford L, Rivera DR, Kluetz PG, Wang S, Zhu H, Weese J, Cromartie E, Teka M, Walters S, Wolf F, Brown TD. Liu Q, et al. Among authors: huang r, huang sm, huang y. Cancer Res Commun. 2023 Feb 14;3(2):258-266. doi: 10.1158/2767-9764.CRC-22-0370. eCollection 2023 Feb. Cancer Res Commun. 2023. PMID: 36860658 Free PMC article. Clinical Trial.
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