Raman spectroscopy and supervised learning as a potential tool to identify high-dose-rate-brachytherapy induced biochemical profiles of prostate cancer.

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作者： Kirsty,Milligan ^[1] ; Samantha J,Van Nest ^[2] ; Xinchen,Deng ^[3] ; Ramie,Ali-Adeeb ^[1] ; Phillip,Shreeves ^[1] ; Samantha,Punch ^[4] ; Nathalie,Costie ^[2] ; Nils,Pavey ^[2] ; Juanita M,Crook ^[2] ; David M,Berman ^[5] ; Alexandre G,Brolo ^[6] ; Julian J,Lum ^[7] ; Jeffrey L,Andrews ^[8] ; Andrew,Jirasek ^[2]

作者单位： Department of Physics, University of British Columbia, Kelowna, Canada. ^[1] Trev and Joyce Deeley Research Centre, BC Cancer-Victoria, Victoria, Canada. ^[2] Department of Radiation Oncology, Weill Cornell Medicine, New York, New York, USA. ^[3] Department of Mathematics and Statistics, University of British Columbia, Kelowna, Canada. ^[4] Sindi Ahluwalia Hawkins Centre for the Southern Interior, BC Cancer, Kelowna, Canada. ^[5] Department of Radiation Oncology, University of British Columbia, Kelowna, Canada. ^[6] Department of Pathology and Molecular Medicine, Queens University, Kingston, Canada. ^[7] Department of Chemistry, University of Victoria, Victoria, Canada. ^[8] Department of Biochemistry and Microbiology, University of Victoria, Victoria, Canada. ^[9]

关键词 PCA Raman spectroscopy prostate cancer radiation therapy supervised learning

主题词男(雄)性(Male);人类(Humans);近距离放射疗法(Brachytherapy);光谱分析, 拉曼(Spectrum Analysis, Raman);试点项目(Pilot Projects);前列腺肿瘤(Prostatic Neoplasms)

DOI 10.1002/jbio.202200121

PMID 35908273

发布时间 2022-11-08

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