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

XU Qing; TANG Jia-wei; LIU Xue-meng; GUO Jing-xing; ZHU Li-jun; ZHOU Qing-qing; WANG Liang; LU Guang-ming

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

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-ming^1、*

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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