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For: Fuentes AM, Narayan A, Milligan K, Lum JJ, Brolo AG, Andrews JL, Jirasek A. Raman spectroscopy and convolutional neural networks for monitoring biochemical radiation response in breast tumour xenografts. Sci Rep 2023;13:1530. [PMID: 36707535 PMCID: PMC9883395 DOI: 10.1038/s41598-023-28479-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 01/19/2023] [Indexed: 01/29/2023]  Open
Number Cited by Other Article(s)
1
Karunakaran V, Dadgar S, Paidi SK, Mordi AF, Lowe WA, Mim UM, Ivers JD, Rodriguez Troncoso JI, McPeake JA, Fernandes A, Tripathi SD, Barman I, Rajaram N. Investigating In Vivo Tumor Biomolecular Changes Following Radiation Therapy Using Raman Spectroscopy. ACS OMEGA 2024;9:43025-43033. [PMID: 39464461 PMCID: PMC11500151 DOI: 10.1021/acsomega.4c06096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 09/25/2024] [Accepted: 09/30/2024] [Indexed: 10/29/2024]
2
Li J, Wang X, Min S, Xia J, Li J. Raman spectroscopy combined with convolutional neural network for the sub-types classification of breast cancer and critical feature visualization. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024;255:108361. [PMID: 39116820 DOI: 10.1016/j.cmpb.2024.108361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 07/14/2024] [Accepted: 07/29/2024] [Indexed: 08/10/2024]
3
Zhang Y, Li Z, Li Z, Wang H, Regmi D, Zhang J, Feng J, Yao S, Xu J. Employing Raman Spectroscopy and Machine Learning for the Identification of Breast Cancer. Biol Proced Online 2024;26:28. [PMID: 39266953 PMCID: PMC11396685 DOI: 10.1186/s12575-024-00255-0] [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: 06/23/2024] [Accepted: 09/04/2024] [Indexed: 09/14/2024]  Open
4
Ya N, Zhang D, Wang Y, Zheng Y, Yang M, Wu H, Oudeng G. Recent advances of biocompatible optical nanobiosensors in liquid biopsy: towards early non-invasive diagnosis. NANOSCALE 2024;16:13784-13801. [PMID: 38979555 DOI: 10.1039/d4nr01719f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
5
Wiebe M, Milligan K, Brewer J, Fuentes AM, Ali-Adeeb R, Brolo AG, Lum JJ, Andrews JL, Haston C, Jirasek A. Metabolic profiling of murine radiation-induced lung injury with Raman spectroscopy and comparative machine learning. Analyst 2024;149:2864-2876. [PMID: 38619825 DOI: 10.1039/d4an00152d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/16/2024]
6
Cheng N, Gao Y, Ju S, Kong X, Lyu J, Hou L, Jin L, Shen B. Serum analysis based on SERS combined with 2D convolutional neural network and Gramian angular field for breast cancer screening. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2024;312:124054. [PMID: 38382221 DOI: 10.1016/j.saa.2024.124054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 02/08/2024] [Accepted: 02/17/2024] [Indexed: 02/23/2024]
7
Fuentes AM, Milligan K, Wiebe M, Narayan A, Lum JJ, Brolo AG, Andrews JL, Jirasek A. Stratification of tumour cell radiation response and metabolic signatures visualization with Raman spectroscopy and explainable convolutional neural network. Analyst 2024;149:1645-1657. [PMID: 38312026 DOI: 10.1039/d3an01797d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2024]
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