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For: Anzar I, Sverchkova A, Stratford R, Clancy T. NeoMutate: an ensemble machine learning framework for the prediction of somatic mutations in cancer. BMC Med Genomics 2019;12:63. [PMID: 31096972 PMCID: PMC6524241 DOI: 10.1186/s12920-019-0508-5] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 04/22/2019] [Indexed: 12/30/2022]  Open
Number Cited by Other Article(s)
1
Ergun MA, Cinal O, Bakışlı B, Emül AA, Baysan M. COSAP: Comparative Sequencing Analysis Platform. BMC Bioinformatics 2024;25:130. [PMID: 38532317 DOI: 10.1186/s12859-024-05756-z] [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: 07/11/2023] [Accepted: 03/20/2024] [Indexed: 03/28/2024]  Open
2
Choon YW, Choon YF, Nasarudin NA, Al Jasmi F, Remli MA, Alkayali MH, Mohamad MS. Artificial intelligence and database for NGS-based diagnosis in rare disease. Front Genet 2024;14:1258083. [PMID: 38371307 PMCID: PMC10870236 DOI: 10.3389/fgene.2023.1258083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 11/24/2023] [Indexed: 02/20/2024]  Open
3
Anzar I, Malone B, Samarakoon P, Vardaxis I, Simovski B, Fontenelle H, Meza-Zepeda LA, Stratford R, Keung EZ, Burgess M, Tawbi HA, Myklebost O, Clancy T. The interplay between neoantigens and immune cells in sarcomas treated with checkpoint inhibition. Front Immunol 2023;14:1226445. [PMID: 37799721 PMCID: PMC10548483 DOI: 10.3389/fimmu.2023.1226445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Accepted: 07/10/2023] [Indexed: 10/07/2023]  Open
4
Ellingsen EB, O'Day S, Mezheyeuski A, Gromadka A, Clancy T, Kristedja TS, Milhem M, Zakharia Y. Clinical Activity of Combined Telomerase Vaccination and Pembrolizumab in Advanced Melanoma: Results from a Phase I Trial. Clin Cancer Res 2023;29:3026-3036. [PMID: 37378632 PMCID: PMC10425723 DOI: 10.1158/1078-0432.ccr-23-0416] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/27/2023] [Accepted: 06/20/2023] [Indexed: 06/29/2023]
5
Trevarton AJ, Chang JT, Symmans WF. Simple combination of multiple somatic variant callers to increase accuracy. Sci Rep 2023;13:8463. [PMID: 37231022 DOI: 10.1038/s41598-023-34925-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 05/10/2023] [Indexed: 05/27/2023]  Open
6
A Multimodal Ensemble Driven by Multiobjective Optimisation to Predict Overall Survival in Non-Small-Cell Lung Cancer. J Imaging 2022;8:jimaging8110298. [DOI: 10.3390/jimaging8110298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 10/28/2022] [Accepted: 10/30/2022] [Indexed: 11/06/2022]  Open
7
Xing M, Zhang Y, Yu H, Yang Z, Li X, Li Q, Zhao Y, Zhao Z, Luo Y. Predict DLBCL patients' recurrence within two years with Gaussian mixture model cluster oversampling and multi-kernel learning. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022;226:107103. [PMID: 36088813 DOI: 10.1016/j.cmpb.2022.107103] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 08/05/2022] [Accepted: 08/30/2022] [Indexed: 06/15/2023]
8
Garcia-Prieto CA, Martínez-Jiménez F, Valencia A, Porta-Pardo E. Detection of oncogenic and clinically actionable mutations in cancer genomes critically depends on variant calling tools. Bioinformatics 2022;38:3181-3191. [PMID: 35512388 PMCID: PMC9191211 DOI: 10.1093/bioinformatics/btac306] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 02/09/2022] [Accepted: 05/01/2022] [Indexed: 11/22/2022]  Open
9
Anzar I, Sverchkova A, Samarakoon P, Ellingsen EB, Gaudernack G, Stratford R, Clancy T. Personalized HLA typing leads to the discovery of novel HLA alleles and tumor‐specific HLA variants. HLA 2022;99:313-327. [PMID: 35073457 PMCID: PMC9546058 DOI: 10.1111/tan.14562] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 01/08/2022] [Accepted: 01/21/2022] [Indexed: 11/29/2022]
10
Tarabichi M, Demeulemeester J, Verfaillie A, Flanagan AM, Van Loo P, Konopka T. A pan-cancer landscape of somatic mutations in non-unique regions of the human genome. Nat Biotechnol 2021;39:1589-1596. [PMID: 34282324 PMCID: PMC7612106 DOI: 10.1038/s41587-021-00971-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 06/02/2021] [Indexed: 12/27/2022]
11
Farswan A, Jena L, Kaur G, Gupta A, Gupta R, Rani L, Sharma A, Kumar L. Branching clonal evolution patterns predominate mutational landscape in multiple myeloma. Am J Cancer Res 2021;11:5659-5679. [PMID: 34873486 PMCID: PMC8640818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 09/27/2021] [Indexed: 06/13/2023]  Open
12
Benchmarking pipelines for subclonal deconvolution of bulk tumour sequencing data. Nat Commun 2021;12:6396. [PMID: 34737285 PMCID: PMC8569188 DOI: 10.1038/s41467-021-26698-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 10/20/2021] [Indexed: 11/09/2022]  Open
13
Shastry KA, Sanjay HA. Cancer diagnosis using artificial intelligence: a review. Artif Intell Rev 2021. [DOI: 10.1007/s10462-021-10074-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
14
Nagy M, Radakovich N, Nazha A. Machine Learning in Oncology: What Should Clinicians Know? JCO Clin Cancer Inform 2021;4:799-810. [PMID: 32926637 DOI: 10.1200/cci.20.00049] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]  Open
15
Khanna A, Larson DE, Srivatsan SN, Mosior M, Abbott TE, Kiwala S, Ley TJ, Duncavage EJ, Walter MJ, Walker JR, Griffith OL, Griffith M, Miller CA. Bam-readcount - rapid generation of basepair-resolution sequence metrics. ARXIV 2021:arXiv:2107.12817v1. [PMID: 34341766 PMCID: PMC8328062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
16
Iqbal MJ, Javed Z, Sadia H, Qureshi IA, Irshad A, Ahmed R, Malik K, Raza S, Abbas A, Pezzani R, Sharifi-Rad J. Clinical applications of artificial intelligence and machine learning in cancer diagnosis: looking into the future. Cancer Cell Int 2021;21:270. [PMID: 34020642 PMCID: PMC8139146 DOI: 10.1186/s12935-021-01981-1] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Accepted: 05/13/2021] [Indexed: 02/06/2023]  Open
17
Liu S, Tang H, Liu H, Wang J. Multi-label Learning for the Diagnosis of Cancer and Identification of Novel Biomarkers with High-throughput Omics. Curr Bioinform 2021. [DOI: 10.2174/1574893615999200623130416] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
18
Adjuvant and Neoadjuvant Treatment of Triple-Negative Breast Cancer With Chemotherapy. ACTA ACUST UNITED AC 2021;27:41-49. [PMID: 33475292 DOI: 10.1097/ppo.0000000000000498] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
19
Nachmanson D, Steward J, Yao H, Officer A, Jeong E, O'Keefe TJ, Hasteh F, Jepsen K, Hirst GL, Esserman LJ, Borowsky AD, Harismendy O. Mutational profiling of micro-dissected pre-malignant lesions from archived specimens. BMC Med Genomics 2020;13:173. [PMID: 33208147 PMCID: PMC7672910 DOI: 10.1186/s12920-020-00820-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 11/09/2020] [Indexed: 12/20/2022]  Open
20
Meng J, Victor B, He Z, Liu H, Jiang T. DeepSSV: detecting somatic small variants in paired tumor and normal sequencing data with convolutional neural network. Brief Bioinform 2020;22:5960414. [PMID: 33164053 DOI: 10.1093/bib/bbaa272] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 09/05/2020] [Accepted: 09/19/2020] [Indexed: 01/16/2023]  Open
21
Wang M, Luo W, Jones K, Bian X, Williams R, Higson H, Wu D, Hicks B, Yeager M, Zhu B. SomaticCombiner: improving the performance of somatic variant calling based on evaluation tests and a consensus approach. Sci Rep 2020;10:12898. [PMID: 32732891 PMCID: PMC7393490 DOI: 10.1038/s41598-020-69772-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Accepted: 07/16/2020] [Indexed: 02/06/2023]  Open
22
Binatti A, Bresolin S, Bortoluzzi S, Coppe A. iWhale: a computational pipeline based on Docker and SCons for detection and annotation of somatic variants in cancer WES data. Brief Bioinform 2020;22:5840042. [PMID: 32436933 PMCID: PMC8557746 DOI: 10.1093/bib/bbaa065] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 03/27/2020] [Accepted: 03/30/2020] [Indexed: 12/11/2022]  Open
23
Bartha Á, Győrffy B. Comprehensive Outline of Whole Exome Sequencing Data Analysis Tools Available in Clinical Oncology. Cancers (Basel) 2019;11:E1725. [PMID: 31690036 PMCID: PMC6895801 DOI: 10.3390/cancers11111725] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 10/31/2019] [Accepted: 11/01/2019] [Indexed: 12/17/2022]  Open
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