Application of serum mid-infrared spectroscopy combined with an ensemble learning method in rapid diagnosis of gliomas-Reference-Cited by-同舟云学术

Application of serum mid-infrared spectroscopy combined with an ensemble learning method in rapid diagnosis of gliomas

Published:2021 Issue:39 Volume:13 Page:4642-4651
ISSN:1759-9660
Container-title:Analytical Methods
language:en
Short-container-title:Anal. Methods

Author:

Qu Hanwen¹,Wu Wei¹,Chen Chen²,Yan Ziwei¹,Guo Wenjia³,Meng Chunzhi²,Lv Xiaoyi¹²⁴^ORCID,Chen Fangfang²^ORCID,Chen Cheng¹

Affiliation:

1. College of Software, Xinjiang University, Urumqi 830046, China

2. College of Information Science and Engineering, Xinjiang University, Urumqi 830046, China

3. Institute of Cancer, Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi 830011, China

4. Key Laboratory of Signal Detection and Processing, Xinjiang University, Urumqi 30046, China

Abstract

Diffuse growth of glioma cells leads to gliomatosis, which has a low cure rate and high mortality. This study aims to find an efficient and accurate diagnostic method for glioma by using infrared spectroscopy combined with ensemble learning model and decision level fusion.

Funder

National Natural Science Foundation of China

Publisher

Royal Society of Chemistry (RSC)

Subject

General Engineering,General Chemical Engineering,Analytical Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2021/AY/D1AY00802A

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