An Innovative Neural Network Method for Precise Eczema and Polaris

Authors

  • Pavan G S
  • Raju A S

Keywords:

Deep learning approach, eczema, skin disorders, Convolution Neural Network

Abstract

This research states about a deep learning approach called "Derma Care" that is used to
accurately diagnose skin conditions like eczema and psoriasis. skin diseases adversely impact
everyone. When it comes to enhancing the effectiveness of therapy and lowering the expenses
of healthcare, early identification and diagnosis are very necessary. expenditures are greatly
enhanced by early identification and diagnosis. Our deep learning approach exceeds state-ofthe-art approaches on a huge and heterogeneous skin image dataset with 96.20% accuracy,
96% precision, 95.70% recall, and 95.80% F1 score. The proposed tool may also identify many
skin diseases at once, boosting dermatological treatment. Our idea was translated into a userfriendly smartphone app. This study may enhance eczema and psoriasis treatment and early
skin problem diagnosis.

Downloads

Published

2024-02-04

How to Cite

Pavan G S, & Raju A S. (2024). An Innovative Neural Network Method for Precise Eczema and Polaris. Acta Scientiae, 7(1), 132–147. Retrieved from https://periodicosulbrabra.org/index.php/acta/article/view/30

Issue

Section

Articles