Skin lesion segmentation is an essential step toward accurate skin diagnosis. The need to automate on the one hand, and challenges it faces, other have made a growing area of research focus. Automation helps reduce effort time needed for diagnosis treatment make better utilization available data shared experiences. faced by automation can be broadly defined (but not limited to); variations in t...

Skin cancer has become the most common type. Research applied image processing and analysis tools to support improve diagnose process. Conventional procedures usually centralise data from various sources a single location execute tasks on central servers. However, centralisation of medical does not often comply with local protection regulations due its sensitive nature loss sovereignty if provi...

BACKGROUND Chronic exposure to arsenic is associated with skin lesions. However, it is not known whether reducing arsenic exposure will improve skin lesions. OBJECTIVE We evaluated the association between reduced arsenic exposures and skin lesion recovery over time. METHODS A follow-up study of 550 individuals was conducted in 2009-2011 on a baseline population of skin lesion cases (n = 900...

This paper presents a hierarchical classification system based on the kNearest Neighbors (kNN) classifier for classification of ten different classes of Malignant and Benign skin lesions from color image data. Our key contribution is to focus on the ten most common classes of skin lesions. There are five malignant: Actinic Keratosis (AK), Basal Cell Carcinoma (BCC), Squamous Cell Carcinoma (SCC...

Figure 3. (a) Distance histogram without smoothing. (b) Smoothed histogram from (c). The red point is the threshold.

Within medical imaging, manual curation of sufficient welllabeled samples is cost, time and scale-prohibitive. To improve the representativeness of the training dataset, for the first time, we present an approach to utilize large amounts of freely available web data through web-crawling. To handle noise and weak nature of web annotations, we propose a two-step transfer learning based training p...

Bowen’s disease (BD) is a non-melanoma skin cancer with several histological subtypes. Herein we describe a case of a 35-year-old woman with a 4-cm diameter crusted plaque on the parietal scalp region. She had the lesion for 2 years. It had previously been histologically diagnosed as pemphigus vulgaris and only treated with a topical cream. The lesion progressively became thicker and larger. A ...