Articles liés à SkinIntel AI - Your AI Dermatologist for Skin Health

SkinIntel AI - Your AI Dermatologist for Skin Health - Couverture souple

Yadav, Shalini; Chauhan, Rishikesh

 
9786208449827: SkinIntel AI - Your AI Dermatologist for Skin Health
Couverture souple
ISBN 10 : 6208449820 ISBN 13 : 9786208449827
Editeur : LAP LAMBERT Academic Publishing, 2025

Synopsis

Skin cancer remains one of the most widespread cancers globally, and detecting it early plays a vital role in ensuring effective treatment. However, traditional diagnosis methods depend heavily on the expertise of dermatologists, which can make the process slow and costly. This project introduces an automated approach to skin cancer detection using a combination of deep learning and machine learning techniques, aimed at supporting early and efficient diagnosis. To improve accuracy and reliability, several preprocessing steps were applied, including image augmentation, normalization, and class balancing. The model was further enhanced using transfer learning with pre-trained ImageNet weights, allowing it to perform well even with limited data.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2025
Langue
anglais
ISBN 10 
6208449820
ISBN 13 
9786208449827
Reliure
Broché
Nombre de pages
68
Coordonnées du fabricant
non disponible
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