Chapter 4.- Exploring Radiomics and Unveiling Novel Qualitative Imaging Biomarkers for Glioma Diagnosis in Dogs

Published: 3 December 2024| Version 1 | DOI: 10.17632/m73wzvgjz9.1
Contributor:
Josefa Garcia M

Description

Radiomics features and python codes for SVM binary and multi-class classification

Files

Steps to reproduce

Quantitative radiomics features extracted from MRI brain images of dogs for tumor classification analysis, raw data and augmented data. Scripts for binary classification SVM model and 3 different scripts for multi-class SVM model including weighted, SMOTE and combination.

Institutions

Virginia Tech Services Inc

Categories

Quantitative Imaging, Radiomics

Licence