An enhanced AlexNet-Based model for femoral bone tumor classification and diagnosis using magnetic resonance imaging

Objective: Bone tumors, known for their infrequent occurrence and diverse imaging characteristics, require precise differentiation into benign and malignant categories. Existing diagnostic approaches heavily depend on the laborious and variable manual delineation of tumor regions. Deep learning meth...

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Bibliographic Details

Published in:	Journal of Bone Oncology
Main Authors:	Xu Chen, Hongkun Chen, Junming Wan, Jianjun Li, Fuxin Wei
Format:	Article
Language:	English
Published:	Elsevier 2024-10-01
Subjects:	AlexNet Femoral bone tumors Convolutional neural networks Medical image classification Diagnosis
Online Access:	http://www.sciencedirect.com/science/article/pii/S2212137424001064