DOI
10.5703/1288284317860
Description
Burn injuries present a substantial global public health challenge. This work presents a comprehensive analytical study of eight deep learning techniques designed for assessing burn severity in terms of four characteristics: inflammation, scar, uniformity, and pigmentation, in small datasets of 2-dimensional (2D) images captured using digital (smartphone) camera
Burn Severity Assessment Using Deep Learning: Balancing Performance and Computational Efficiency
Burn injuries present a substantial global public health challenge. This work presents a comprehensive analytical study of eight deep learning techniques designed for assessing burn severity in terms of four characteristics: inflammation, scar, uniformity, and pigmentation, in small datasets of 2-dimensional (2D) images captured using digital (smartphone) camera