Spectroscopy and Spectral Analysis, Volume. 45, Issue 8, 2247(2025)

Diagnostic Method for Brain Glioma Grading Based on Convolutional Neural Networks and Raman Spectroscopy

XU Qing1, TANG Jia-wei2, LIU Xue-meng3, GUO Jing-xing4, ZHU Li-jun1, ZHOU Qing-qing1, WANG Liang2, and LU Guang-ming1、*
Author Affiliations
  • 1Department of Radiology, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing 210002, China
  • 2Laboratory Medicine, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510000, China
  • 3Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine and Institute of Brain and Brain-Inspired Science, Shandong University, Jinan 250012, China
  • 4School of Chemistry, Chemical Engineering and Life Sciences, Wuhan University of Technology, Wuhan 430000, China
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    XU Qing, TANG Jia-wei, LIU Xue-meng, GUO Jing-xing, ZHU Li-jun, ZHOU Qing-qing, WANG Liang, LU Guang-ming. Diagnostic Method for Brain Glioma Grading Based on Convolutional Neural Networks and Raman Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2025, 45(8): 2247

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    Paper Information

    Received: Nov. 23, 2024

    Accepted: Sep. 5, 2025

    Published Online: Sep. 5, 2025

    The Author Email: LU Guang-ming (cjr.luguangming@vip.163.com)

    DOI:10.3964/j.issn.1000-0593(2025)08-2247-06

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