Abstract:
Dermatec, a pioneering healthcare research initiative, utilizes advanced machine-learning methods to address chronic dermatological conditions. Integrating robust data pr...Show MoreMetadata
Abstract:
Dermatec, a pioneering healthcare research initiative, utilizes advanced machine-learning methods to address chronic dermatological conditions. Integrating robust data preprocessing and employing a state-of-the-art Convolutional Neural Network (CNN), Dermatec achieves precise skin condition analysis. Introducing a novel Siamese neural network for efficient image comparison enables autonomous skin monitoring and assessing recovery. Comparative analysis reveals exceptional outcomes, with the CNN model achieving an impressive 99.8% accuracy, surpassing prior models. This research significantly advances diagnostic accuracy, refines treatment recommendations, and empowers patients. By integrating extensive patient data, Dermatec continually evolves, showcasing the potential to revolutionize dermatology research. Dermatec stands as a beacon of promise, contributing groundbreaking innovations to healthcare and chronic skincare research.
Published in: 2024 IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS)
Date of Conference: 24-25 February 2024
Date Added to IEEE Xplore: 02 April 2024
ISBN Information: