Hypermetabolic pulmonary lesions detection and diagnosis based on PET/CT imaging and deep learning models.

Purpose: This study aims to develop and evaluate deep learning models for the detection and classification of hypermetabolic lung lesions into four categories: benign, lung cancer, pulmonary lymphoma, and metastasis. These categories are defined by their pathological origin, clinical relevance, and...

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Detalles Bibliográficos
Publicado en:European Journal of Nuclear Medicine & Molecular Imaging Vol. 52; no. 10; pp. 3792 - 3807
Autores principales: Hu, Jiajia, Cheng, Ran, Quan, Meilin, Peng, Yao, Yang, Zi, Zhang, Qing, Ji, Faquan, Chen, Yangchun, Li, Biao, Wen, Ning
Formato: Journal Article
Publicado: Springer Nature Aug2025
Acceso en línea:Ver este registro en EBSCOhost