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A brain tumor computer-aided diagnosis method with automatic lesion segmentation and ensemble decision strategy

OBJECTIVES: Gliomas and brain metastases (Mets) are the most common brain malignancies. The treatment strategy and clinical prognosis of patients are different, requiring accurate diagnosis of tumor types. However, the traditional radiomics diagnostic pipeline requires manual annotation and lacks in...

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Detalles Bibliográficos
Autores principales: Yu, Liheng, Yu, Zekuan, Sun, Linlin, Zhu, Li, Geng, Daoying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10576559/
https://www.ncbi.nlm.nih.gov/pubmed/37841015
http://dx.doi.org/10.3389/fmed.2023.1232496