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Automated Classification of Atherosclerotic Radiomics Features in Coronary Computed Tomography Angiography (CCTA)

Radiomics is the process of extracting useful quantitative features of high-dimensional data that allows for automated disease classification, including atherosclerotic disease. Hence, this study aimed to quantify and extract the radiomic features from Coronary Computed Tomography Angiography (CCTA)...

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Principais autores: Mardhiyati Mohd Yunus, Ahmad Khairuddin Mohamed Yusof, Muhd Zaidi Ab Rahman, Xue Jing Koh, Akmal Sabarudin, Puteri N. E. Nohuddin, Kwan Hoong Ng, Mohd Mustafa Awang Kechik, Muhammad Khalis Abdul Karim
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-07-01
Serier:Diagnostics
Fag:
atherosclerotic plaques
CCTA
radiomic features
AutoML
TPOT
supervised
Online adgang:https://www.mdpi.com/2075-4418/12/7/1660
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