Impact of fine-tuning parameters of convolutional neural network for skin cancer detection

Impact of fine-tuning parameters of convolutional neural network for skin cancer detection

Abstract Melanoma skin cancer is a deadly disease with a high mortality rate. A prompt diagnosis can aid in the treatment of the disease and potentially save the patient’s life. Artificial intelligence methods can help diagnose cancer at a rapid speed. The literature has employed numerous Machine Le...

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Bibliographic Details
Main Authors: Zaib Unnisa, Asadullah Tariq, Nadeem Sarwar, Irfanud Din, Mohamed Adel Serhani, Zouheir Trabelsi
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Cancer detection
Melanoma
Deep learning
Fine tuning parameters
CNN
Online Access:https://doi.org/10.1038/s41598-025-99529-0
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