Diagnosis of Salivary Gland Tumors Using Transfer Learning with Fine-Tuning and Gradual Unfreezing

Ultrasound is the primary tool for evaluating salivary gland tumors (SGTs); however, tumor diagnosis currently relies on subjective features. This study aimed to establish an objective ultrasound diagnostic method using deep learning. We collected 446 benign and 223 malignant SGT ultrasound images i...

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Detalles Bibliográficos
Autores principales: Cheng, Ping-Chia, Chiang, Hui-Hua Kenny
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10648910/
https://www.ncbi.nlm.nih.gov/pubmed/37958229
http://dx.doi.org/10.3390/diagnostics13213333

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10648910/
https://www.ncbi.nlm.nih.gov/pubmed/37958229
http://dx.doi.org/10.3390/diagnostics13213333

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