Hyperspectral imaging-based cutaneous wound classification using neighbourhood extraction 3D convolutional neural network.
Journal:
Biomedizinische Technik. Biomedical engineering
Published Date:
Mar 6, 2023
Abstract
OBJECTIVES: Hyperspectral imaging is an emerging imaging modality that beginning to gain attention for medical research and has an important potential in clinical applications. Nowadays, spectral imaging modalities such as multispectral and hyperspectral have proven their ability to provide important information that can help to better characterize the wound. Oxygenation changes in the wounded tissue differ from normal tissue. This causes the spectral characteristics to be different. In this study, it is classified cutaneous wounds with neighbourhood extraction 3-dimensional convolutional neural network method.