Machine learning-based radiomics model to predict benign and malignant PI-RADS v2.1 category 3 lesions: a retrospective multi-center study

PURPOSE: To develop machine learning-based radiomics models derive from different MRI sequences for distinction between benign and malignant PI-RADS 3 lesions before intervention, and to cross-institution validate the generalization ability of the models. METHODS: The pre-biopsy MRI datas of 463 pat...

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Detalles Bibliográficos
Autores principales: Jin, Pengfei, Shen, Junkang, Yang, Liqin, Zhang, Ji, Shen, Ao, Bao, Jie, Wang, Ximing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10053087/
https://www.ncbi.nlm.nih.gov/pubmed/36991347
http://dx.doi.org/10.1186/s12880-023-01002-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10053087/
https://www.ncbi.nlm.nih.gov/pubmed/36991347
http://dx.doi.org/10.1186/s12880-023-01002-9

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