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High-precision prediction of blood glucose concentration utilizing Fourier transform Raman spectroscopy and an ensemble machine learning algorithm.
Song, Shuai; Wang, Qiaoyun; Zou, Xin; Li, Zhigang; Ma, Zhenhe; Jiang, Daying; Fu, YongQing; Liu, Qiang.
Afiliación
  • Song S; College of Information Science and Engineering, Northeastern University, Shenyang, Liaoning Province 110819, China.
  • Wang Q; College of Information Science and Engineering, Northeastern University, Shenyang, Liaoning Province 110819, China; Hebei Key Laboratory of Micro-Nano Precision Optical Sensing and Measurement Technology, Qinhuangdao 066004, China. Electronic address: wangqiaoyun@neuq.edu.cn.
  • Zou X; College of Information Science and Engineering, Northeastern University, Shenyang, Liaoning Province 110819, China.
  • Li Z; College of Information Science and Engineering, Northeastern University, Shenyang, Liaoning Province 110819, China.
  • Ma Z; College of Information Science and Engineering, Northeastern University, Shenyang, Liaoning Province 110819, China.
  • Jiang D; Zhongyou BSS (Qinhuangdao) Petropipe Company Limited, Qinhuangdao 066004, China.
  • Fu Y; Faculty of Engineering and Environment, Northumbria University, Newcastle upon Tyne NE1 8ST, UK.
  • Liu Q; College of Information Science and Engineering, Northeastern University, Shenyang, Liaoning Province 110819, China; Hebei Key Laboratory of Micro-Nano Precision Optical Sensing and Measurement Technology, Qinhuangdao 066004, China.
Spectrochim Acta A Mol Biomol Spectrosc ; 303: 123176, 2023 Dec 15.
Article en En | MEDLINE | ID: mdl-37494812
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Glucemia / Redes Neurales de la Computación Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Spectrochim Acta A Mol Biomol Spectrosc Asunto de la revista: BIOLOGIA MOLECULAR Año: 2023 Tipo del documento: Article País de afiliación: China
Texto completo
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Glucemia / Redes Neurales de la Computación Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Spectrochim Acta A Mol Biomol Spectrosc Asunto de la revista: BIOLOGIA MOLECULAR Año: 2023 Tipo del documento: Article País de afiliación: China