Refinement of an Artificial Intelligence Algorithm for Enhanced Burn Wound Depth Assessment Using Multispectral Imaging: An Expanded Proof of Concept Study

• Published in: Journal of burn care & research
• Main Authors: Carter, Jeffrey E, Shupp, Jeffrey W, Phelan, Herb A, Hickerson, William, Cockerell, Clay J, DiMaio, Michael, Holmes, James H
• Format: Journal Article
• Language: English
• Published: England 02.06.2025
• Subjects: Burn Depth; Convolutional Neural Network; Artificial Intelligence; Deep Learning

With the advent of Convolutional Neural Networks (CNNs), artificial intelligence is now applicable to visual fields. We used multispectral imaging (MSI) sensors capable of detecting wavelengths outside visible spectra to image burn wounds. The output was converted to pixel-level data and analyzed by...