Derma Tech: Leveraging Machine Learning for Smart Skin Disease Diagnosis and Personalized Treatment Solutions
DermaTech is a project focuses on creating an advanced system that leverages machine learning (ML) techniques to revolutionize skin disease detection and treatment recommendation processes. By collecting an extensive dataset comprising images of various skin conditions, the system employs a Convolutional Neural Network (CNN) model for highly accurate disease identification. Once the condition is detected, the system suggests appropriate remedies tailored to the diagnosed disease, enhancing the precision and effectiveness of care. This innovative solution integrates cutting-edge ML methodologies with practical healthcare applications, aiming to address challenges in both diagnosis and treatment.
Authors
- Muhammad Faisal (ORCID: https://orcid.org/0000-0003-4884-7254)
- Jogimol Joseph
Publication Details
- Journal
- International Journal of Science and Research (IJSR)
- Published
- 2025-04-25
- DOI
- https://doi.org/10.21275/sr25421202638
- Primary Topic
- Cutaneous Melanoma Detection and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00