Identification of Lung Tumors in Nude Mice Based on the LIBS With Histogram of Orientation Gradients and Support Vector Machine

Identification of Lung Tumors in Nude Mice Based on the LIBS With Histogram of Orientation Gradients and Support Vector Machine

Early-stage detection of lung tumors helps to reduce patient mortality rates. In this work, we propose a method for diagnosing lung tumors in nude mice through combining laser-induced breakdown spectroscopy (LIBS) with the Histogram of Orientation Gradients (HOG) and Support Vector Machine (SVM). Fi...

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Bibliographic Details
Main Authors: Qian-Lin Lian, Xiang-You Li, Bing Lu, Chen-Wei Zhu, Jiang-Tao Li, Jian-Jun Chen
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Laser induced breakdown spectroscopy (LIBS)
lung tumor
histogram of orientation gradients (HOG)
support vector machine (SVM)
Online Access:https://ieeexplore.ieee.org/document/10354334/

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