Wounds not only harm the physical and mental health of patients, but also introduce huge
medical costs. Meanwhile, there is a shortage of physicians in some areas, and clinical …

Abstract The Diabetic Foot (DF) is threatening every diabetic patient's health. Every year,
more than one million people suffer amputation in the world due to lack of timely diagnosis …

A significant amount of research has investigated automating medical diagnosis using deep
learning. However, because medical data are collected through diagnostic tests, deep …

We propose a stacked convolutional neural network incorporating a novel and efficient
pyramid residual attention (PRA) module for the task of automatic segmentation of …

Pressure ulcers are a common, painful, costly, and often preventable complication
associated with prolonged immobility in bedridden patients. It is a significant health problem …

Recently, researches on data‐driven faulty identification have been achieving increasing
attention due to the fast development of the modern conditional monitoring technology and …

The current medical system still uses manual work for the assessment of pressure injuries.
For medical staff, it consumes lots of time and energy, and is difficult to maintain a consistent …

The Diabetic Foot (DF) is a common and severe complication of diabetes. Many people
suffer from diabetic foot ulcers (DFU) caused by diabetic feet. The quantification of DFU in …

More recently, with the development of deep learning and the expansion of its applications,
deep learning became the targets of attackers. Researchers found that adversarial …

Accurate assessment of burn injuries is critical for the correct management of such wounds.
Depending on the total body surface area affected by the burn, and the severity of the injury …