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SkinIntel AI - Your AI Dermatologist for Skin Health
Details
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.
Autorentext
This work is intended solely for learning, research, and experimental use, and is not designed or approved for clinical or diagnostic application.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09786208449827
- Anzahl Seiten 68
- Genre Technology
- Herausgeber LAP LAMBERT Academic Publishing
- Untertitel DE
- Größe H220mm x B150mm
- Jahr 2025
- EAN 9786208449827
- Format Kartonierter Einband
- ISBN 978-620-8-44982-7
- Titel SkinIntel AI - Your AI Dermatologist for Skin Health
- Autor Shalini Yadav , Rishikesh Chauhan
- Sprache Englisch