Diverse Representation Knowledge Distillation for Efficient Edge AI Teledermatology in Skin Disease Diagnosis

Diverse Representation Knowledge Distillation for Efficient Edge AI Teledermatology in Skin Disease Diagnosis

Access to dermatological care in rural areas is limited due to a shortage of specialists. While AI-powered teledermatology offers a solution, it faces challenges from unreliable internet connectivity. Edge AI offers a promising approach that enables inferences locally on mobile devices. However, hig...

Full description

Saved in:
Bibliographic Details
Main Authors: Andreas Winata, Nur Afny Catur Andryani, Alexander Agung Santoso Gunawan, and Ford Lumban Gaol
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Edge computing
image classification
knowledge distillation
mobile applications
teledermatology
Online Access:https://ieeexplore.ieee.org/document/11044323/
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://ieeexplore.ieee.org/document/11044323/

Similar Items