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For: Sosnina EA, Sosnin S, Nikitina AA, Nazarov I, Osolodkin DI, Fedorov MV. Recommender Systems in Antiviral Drug Discovery. ACS Omega 2020;5:15039-15051. [PMID: 32632398 PMCID: PMC7315437 DOI: 10.1021/acsomega.0c00857] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 06/03/2020] [Indexed: 06/11/2023]
Number Cited by Other Article(s)
1
Zomorodi M, Ghodsollahee I, Martin JH, Talley NJ, Salari V, Pławiak P, Rahimi K, Acharya UR. RECOMED: A comprehensive pharmaceutical recommendation system. Artif Intell Med 2024;157:102981. [PMID: 39306906 DOI: 10.1016/j.artmed.2024.102981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 09/06/2024] [Accepted: 09/10/2024] [Indexed: 11/14/2024]
2
Behnoudfar D, Simon CM, Schrier J. Data-Driven Imputation of Miscibility of Aqueous Solutions via Graph-Regularized Logistic Matrix Factorization. J Phys Chem B 2023;127:7964-7973. [PMID: 37682958 DOI: 10.1021/acs.jpcb.3c03789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/10/2023]
3
Li H, Zou L, Kowah JAH, He D, Liu Z, Ding X, Wen H, Wang L, Yuan M, Liu X. A compact review of progress and prospects of deep learning in drug discovery. J Mol Model 2023;29:117. [PMID: 36976427 DOI: 10.1007/s00894-023-05492-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Accepted: 02/27/2023] [Indexed: 03/29/2023]
4
Sosnina EA, Sosnin S, Fedorov MV. Improvement of multi-task learning by data enrichment: application for drug discovery. J Comput Aided Mol Des 2023;37:183-200. [PMID: 36943645 DOI: 10.1007/s10822-023-00500-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 02/21/2023] [Indexed: 03/23/2023]
5
Zhang Y, Zhu G, Li K, Li F, Huang L, Duan M, Zhou F. HLAB: learning the BiLSTM features from the ProtBert-encoded proteins for the class I HLA-peptide binding prediction. Brief Bioinform 2022;23:6581432. [PMID: 35514183 PMCID: PMC9487590 DOI: 10.1093/bib/bbac173] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 03/29/2022] [Accepted: 04/18/2022] [Indexed: 12/11/2022]  Open
6
Barros M, Moitinho A, Couto FM. Hybrid semantic recommender system for chemical compounds in large-scale datasets. J Cheminform 2021;13:15. [PMID: 33622374 PMCID: PMC7903631 DOI: 10.1186/s13321-021-00495-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 02/10/2021] [Indexed: 12/16/2022]  Open
7
Elbadawi M, Gaisford S, Basit AW. Advanced machine-learning techniques in drug discovery. Drug Discov Today 2020;26:769-777. [PMID: 33290820 DOI: 10.1016/j.drudis.2020.12.003] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 11/16/2020] [Accepted: 12/02/2020] [Indexed: 01/20/2023]
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