AI Medical Compendium Journal:
Journal of tissue viability

Showing 1 to 3 of 3 articles

The impact of machine learning on the prediction of diabetic foot ulcers - A systematic review.

Journal of tissue viability
INTRODUCTION: Globally, diabetes mellitus poses a significant health challenge as well as the associated complications of diabetes, such as diabetic foot ulcers (DFUs). The early detection of DFUs is important in the healing process and machine learn...

An ingenious deep learning approach for pressure injury depth evaluation with limited data.

Journal of tissue viability
BACKGROUND: The development of models using deep learning (DL) to assess pressure injuries from wound images has recently gained attention. Creating enough supervised data is important for improving performance but is time-consuming. Therefore, the d...

Skin tear classification using machine learning from digital RGB image.

Journal of tissue viability
AIM: Skin tears are traumatic wounds characterised by separation of the skin layers. Severity evaluation is important in the management of skin tears. To support the assessment and management of skin tears, this study aimed to develop an algorithm to...