Group and Basis Restricted Non-Negative Matrix Factorization and Random Forest for Molecular Histotype Classification and Raman Biomarker Monitoring in Breast Cancer.

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作者： Xinchen,Deng ^[1] ; Kirsty,Milligan ^[1] ; Ramie,Ali-Adeeb ^[1] ; Phillip,Shreeves ^[2] ; Alexandre,Brolo ^[3] ; Julian J,Lum ^[4] ; Jeffrey L,Andrews ^[2] ; Andrew,Jirasek ^[1]

作者单位： Department of Physics, The University of British Columbia Kelowna, Canada. ^[1] Department of Statistics, The University of British Columbia, Kelowna, Canada. ^[2] Department of Chemistry, University of Victoria, Victoria, Canada. ^[3] Department of Biochemistry and Microbiology, University of Victoria, Victoria, Canada.;Trev and Joyce Deeley Research Centre, BC Cancer, Victoria, Canada. ^[4]

关键词 Raman spectroscopy radiation response monitoring random forest

主题词算法(Algorithms);乳房(Breast);乳腺肿瘤(Breast Neoplasms);女(雌)性(Female);人类(Humans);光谱分析, 拉曼(Spectrum Analysis, Raman)

DOI 10.1177/00037028211035398

PMID 34355582

发布时间 2024-08-26

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