Colorectal Cancer and Colitis Diagnosis Using Fourier Transform Infrared Spectroscopy and an Improved K-Nearest-Neighbour Classifier

Colorectal Cancer and Colitis Diagnosis Using Fourier Transform Infrared Spectroscopy and an Improved K-Nearest-Neighbour Classifier

Combining Fourier transform infrared spectroscopy (FTIR) with endoscopy, it is expected that noninvasive, rapid detection of colorectal cancer can be performed in vivo in the future. In this study, Fourier transform infrared spectra were collected from 88 endoscopic biopsy colorectal tissue samples...

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Bibliographic Details
Main Authors: Qingbo Li, Can Hao, Xue Kang, Jialin Zhang, Xuejun Sun, Wenbo Wang, Haishan Zeng
Format: Article
Language:English
Published: MDPI AG 2017-11-01
Series:Sensors
Subjects:
Fourier transform infrared spectroscopy (FTIR)
colorectal cancer
pattern recognition
entropy weight local-hyperplane k-nearest-neighbor (EWHK)
Online Access:https://www.mdpi.com/1424-8220/17/12/2739

Internet

https://www.mdpi.com/1424-8220/17/12/2739

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