A systematic survey of computer-aided diagnosis in medicine: Past and present developments

J Yanase, E Triantaphyllou - Expert Systems with Applications, 2019 - Elsevier
Computer-aided diagnosis (CAD) in medicine is the result of a large amount of effort
expended in the interface of medicine and computer science. As some CAD systems in …

A survey of feature extraction in dermoscopy image analysis of skin cancer

C Barata, ME Celebi, JS Marques - IEEE journal of biomedical …, 2018 - ieeexplore.ieee.org
Dermoscopy image analysis (DIA) is a growing field, with works being published every
week. This makes it difficult not only to keep track of all the contributions, but also for new …

Classification of melanoma and nevus in digital images for diagnosis of skin cancer

MQ Khan, A Hussain, SU Rehman, U Khan… - IEEE …, 2019 - ieeexplore.ieee.org
Melanoma is considered a fatal type of skin cancer. However, it is sometimes hard to
distinguish it from nevus due to their identical visual appearance and symptoms. The …

Bcn20000: Dermoscopic lesions in the wild

C Hernández-Pérez, M Combalia, S Podlipnik… - Scientific data, 2024 - nature.com
Advancements in dermatological artificial intelligence research require high-quality and
comprehensive datasets that mirror real-world clinical scenarios. We introduce a collection …

Computerized analysis of pigmented skin lesions: a review

K Korotkov, R Garcia - Artificial intelligence in medicine, 2012 - Elsevier
OBJECTIVE: Computerized analysis of pigmented skin lesions (PSLs) is an active area of
research that dates back over 25years. One of its main goals is to develop reliable automatic …

Computer-aided diagnosis of skin cancer: a review

N Razmjooy, M Ashourian, M Karimifard… - Current Medical …, 2020 - benthamdirect.com
Cancer is currently one of the main health issues in the world. Among different varieties of
cancers, skin cancer is the most common cancer in the world and accounts for 75% of the …

Computational methods for pigmented skin lesion classification in images: review and future trends

RB Oliveira, JP Papa, AS Pereira… - Neural Computing and …, 2018 - Springer
Skin cancer is considered as one of the most common types of cancer in several countries,
and its incidence rate has increased in recent years. Melanoma cases have caused an …

Noninvasive real-time automated skin lesion analysis system for melanoma early detection and prevention

O Abuzaghleh, BD Barkana… - IEEE journal of …, 2015 - ieeexplore.ieee.org
Melanoma spreads through metastasis, and therefore, it has been proved to be very fatal.
Statistical evidence has revealed that the majority of deaths resulting from skin cancer are as …

A novel and robust Bayesian approach for segmentation of psoriasis lesions and its risk stratification

VK Shrivastava, ND Londhe, RS Sonawane… - Computer methods and …, 2017 - Elsevier
Abstract Background and Objective The need for characterization of psoriasis lesion severity
is clinically valuable and vital for dermatologists since it provides a reliable and precise …

Detection and analysis of irregular streaks in dermoscopic images of skin lesions

M Sadeghi, TK Lee, D McLean, H Lui… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Irregular streaks are important clues for Melanoma (a potentially fatal form of skin cancer)
diagnosis using dermoscopy images. This paper extends our previous algorithm to identify …