<p>New cases of pneumonia, which spread rapidly and are deadly, have throughout the world. This disease is known as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) or corona virus 2019 (COVID-19) with a viral etiology in form novel (2019-nCoV). has extensive clinical manifestations starting from lungs, hematology system, heart, nerves, reproduction, skin. The thing to be awar...

Skin lesion segmentation is an important step for automatic melanoma diagnosis. Due to the non-negligible diversity of lesions from different patients, extracting powerful context fine-grained semantic still challenging today. Although deep convolutional neural networks (CNNs) have made significant improvements on skin segmentation, they often fail reserve spatial details and long-range depende...

Skin cancer is one of the most severe diseases, and medical imaging among main tools for diagnosis. The images provide information on evolutionary stage, size, location tumor lesions. This paper focuses classification skin lesion considering a framework four experiments to analyze performance Convolutional Neural Networks (CNNs) in distinguishing different CNNs are based transfer learning, taki...

A 47-year-old Japanese male noticed an erosive lesion on his left lower lip margin in February 1995. Treatment with a corticosteroid ointment gave no improvement. In March 1995, he also noticed a keratotic lesion on his left shoulder; the keratotic mass sometimes fell off, resulting in an erosive lesion, which then became keratotic again. Prior to the lesions, no bulla had been formed. When exa...

Skin cancer is the most prevalent and deadliest kind of cancer. Melanoma dangerous type skin cancer, but it can be detected earlier successfully treated. The dermoscopic image classification using Machine Learning (ML) approaches in identifying melanoma increased over last two decades. proposed system involves three stages. Initially, pre-processing employs median filter thresholding approach a...