A Novel Approach to Assessing Differentiation Degree and Lymph Node Metastasis of Extrahepatic Cholangiocarcinoma: Prediction Using a Radiomics-Based Particle Swarm Optimization and Support Vector Machine Model

BACKGROUND: Radiomics can improve the accuracy of traditional image diagnosis to evaluate extrahepatic cholangiocarcinoma (ECC); however, this is limited by variations across radiologists, subjective evaluation, and restricted data. A radiomics-based particle swarm optimization and support vector ma...

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Detalles Bibliográficos
Autores principales: Yao, Xiaopeng, Huang, Xinqiao, Yang, Chunmei, Hu, Anbin, Zhou, Guangjin, Ju, Mei, Lei, Jianbo, Shu, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7573697/
https://www.ncbi.nlm.nih.gov/pubmed/33016889
http://dx.doi.org/10.2196/23578

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