Improving Access to Skin Care with a Multi-Factorial Strategy Using Vision Transformers

This research explores the use of digital health technologies to address skin health disparities in underprivileged communities. By leveraging Vision Transformers (ViT), mHealth apps, telemedicine, social media, virtual reality (VR), augmented reality (AR), and geographic information systems (GIS), the study aims to enhance community engagement, improve access to care, and improve early detection of skin health conditions. The research findings demonstrate a significant increase in community participation (40%), improved access to treatment (30%), and enhanced diagnostic accuracy (20%) through the implementation of these digital health technologies. This approach has the potential to reduce skin health inequities and promote more equitable outcomes. By utilizing the power of technology, this research contributes to advancing healthcare accessibility and improving the well-being of marginalized communities.

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Publication Details

Published
2024-10-15
DOI
https://doi.org/10.1109/icses63445.2024.10763327
Primary Topic
Impact of Light on Environment and Health
Type
article
Field-Weighted Citation Impact
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article

Improving Access to Skin Care with a Multi-Factorial Strategy Using Vision Transformers

R Mahaveerakannan, N V Ratnakishor Gade
Impact of Light on Environment and Health
article

Improving Access to Skin Care with a Multi-Factorial Strategy Using Vision Transformers

R Mahaveerakannan, N V Ratnakishor Gade
article en

Abstract

This research explores the use of digital health technologies to address skin health disparities in underprivileged communities. By leveraging Vision Transformers (ViT), mHealth apps, telemedicine, social media, virtual reality (VR), augmented reality (AR), and geographic information systems (GIS), the study aims to enhance community engagement, improve access to care, and improve early detection of skin health conditions. The research findings demonstrate a significant increase in community participation (40%), improved access to treatment (30%), and enhanced diagnostic accuracy (20%) through the implementation of these digital health technologies. This approach has the potential to reduce skin health inequities and promote more equitable outcomes. By utilizing the power of technology, this research contributes to advancing healthcare accessibility and improving the well-being of marginalized communities.

Saveetha University (IN)
Openalex Percentile: Top 81%
Impact of Light on Environment and Health
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