Predicting Time-to-Healing from a Digital Wound Image: A Hybrid Neural Network and Decision Tree Approach Improves Performance

Predicting Time-to-Healing from a Digital Wound Image: A Hybrid Neural Network and Decision Tree Approach Improves Performance

Despite the societal burden of chronic wounds and despite advances in image processing, automated image-based prediction of wound prognosis is not yet in routine clinical practice. While specific tissue types are known to be positive or negative prognostic indicators, image-based wound healing predi...

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Bibliographic Details
Main Authors: Aravind Kolli, Qi Wei, Stephen A. Ramsey
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Computation
Subjects:
wound monitoring
computer vision
hybrid learning
image segmentation
superpixel
regression
Online Access:https://www.mdpi.com/2079-3197/12/3/42

Internet

https://www.mdpi.com/2079-3197/12/3/42

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