Category: Melanoma

Skin Lesion Classification towards Melanoma Diagnosis Using Convolutional Neural Network and Image Enhancement Methods Abstract  Melanoma is the deadliest form of skin lesion which is a severe disease globally. Early detection of melanoma using medical images significantly increases the survival rate. However, the accurate recognition of melanoma is extremely challenging task. Since the joint…

Diseases of the Skeletal, Integumentary and Nervous Systems: Analytical Overview of Osteoporosis, Melanoma, and Multiple Sclerosis Diseases of the Skeletal, Integumentary, and Nervous Systems The human body is made up of nine systems at the organ system level. These nine systems are made up of organs that have certain structures that promote functioning together, and…

Overview of Therapies for Melanoma: Analytical Essay Abstract Cancer treatments have been advancing over the previous decade because of the urgent need to identify new therapeutics. Melanoma accounts for only 4% of all dermatologic cancers, but it accounts for almost 80% of the deaths recorded from skin cancer because of its ability of deep invasion…

Automated Melanoma Recognition in Dermoscopy Images Via Very Deep Residual Networks: Analytical Essay Abstract: Automated melanoma recognition in using image processing technique from the available dermoscopic images in deep learning is difficult task because of the contrast and variation of melanoma in skin. It is mainly a non-invasive method so that it cannot contact with…

Graphical User Interface-based Computer-aided Diagnosis Tool of Skin Lesion: Analysis of Melanoma Abstract Skin cancer is caused due to irregular growth of cells. There are three major types of skin cancer- Melanoma, Basal, and Squamous cell Carcinoma. Among the three the most dangerous form is Melanoma. If it is left untreated, it leads to the…

Classification of Skin Diseases Using Image Processing and SVM: Analysis of Melanoma Abstract Skin diseases such as Melanoma and Carcinoma are often quite hard to detect at an early stage and it is even harder to classify them separately. Recently, it is well known that the most dangerous form of skin cancer among the other…