Integrated image and location analysis for wound classification: a deep learning approach

Integrated image and location analysis for wound classification: a deep learning approach

Abstract The global burden of acute and chronic wounds presents a compelling case for enhancing wound classification methods, a vital step in diagnosing and determining optimal treatments. Recognizing this need, we introduce an innovative multi-modal network based on a deep convolutional neural netw...

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Bibliographic Details
Main Authors: Yash Patel, Tirth Shah, Mrinal Kanti Dhar, Taiyu Zhang, Jeffrey Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Subjects:
Multi-modal wound image classification
Wound location Information
Body map
Combined image-location analysis
Deep learning
Convolutional neural networks
Online Access:https://doi.org/10.1038/s41598-024-56626-w

Internet

https://doi.org/10.1038/s41598-024-56626-w

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