Skin cancer is a major public health problem that could benefit from computer-aided
diagnosis to reduce the burden of this common disease. Skin lesion segmentation from …

The use of natural phenomena as inspiration to address real-life problems has become an
increasingly popular research approach. In the medical domain, generative adversarial …

Accurate assessment and classification of burn severity have gained research interest in
burn management, and delays in treatment increase the risk of human lives. Many research …

Wound management poses a significant challenge, particularly for bedridden patients and
the elderly. Accurate diagnostic and healing monitoring can significantly benefit from …

While deep learning-based approaches have demonstrated expert-level performance in
dermatological diagnosis tasks, they rely on a data-driven learning paradigm that requires …

The success of deep learning (DL) on a wide range of computer vision tasks can be
attributed to the availability of large-scale annotated datasets, such as ImageNet and MS …