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 …

Techniques and algorithms for computer aided diagnosis of pigmented skin lesions—A review

S Pathan, KG Prabhu, PC Siddalingaswamy - … Signal Processing and …, 2018 - Elsevier
Computerized image analysis methods for dermoscopy are primarily of great interest and
benefit, as it provides significant information about the lesion, which can be of pertinence for …

Skin lesion classification using hybrid deep neural networks

A Mahbod, G Schaefer, C Wang… - ICASSP 2019-2019 …, 2019 - ieeexplore.ieee.org
Skin cancer is one of the major types of cancers with an increasing incidence over the past
decades. Accurately diagnosing skin lesions to discriminate between benign and malignant …

Fusing fine-tuned deep features for skin lesion classification

A Mahbod, G Schaefer, I Ellinger, R Ecker… - … Medical Imaging and …, 2019 - Elsevier
Malignant melanoma is one of the most aggressive forms of skin cancer. Early detection is
important as it significantly improves survival rates. Consequently, accurate discrimination of …

[HTML][HTML] ASCU-Net: attention gate, spatial and channel attention u-net for skin lesion segmentation

X Tong, J Wei, B Sun, S Su, Z Zuo, P Wu - Diagnostics, 2021 - mdpi.com
Segmentation of skin lesions is a challenging task because of the wide range of skin lesion
shapes, sizes, colors, and texture types. In the past few years, deep learning networks such …

Dermoscopy image analysis: overview and future directions

ME Celebi, N Codella, A Halpern - IEEE journal of biomedical …, 2019 - ieeexplore.ieee.org
Dermoscopy is a non-invasive skin imaging technique that permits visualization of features
of pigmented melanocytic neoplasms that are not discernable by examination with the …

Computer aided diagnostic support system for skin cancer: a review of techniques and algorithms

A Masood, AA Al-Jumaily - International journal of biomedical …, 2013 - Wiley Online Library
Image‐based computer aided diagnosis systems have significant potential for screening
and early detection of malignant melanoma. We review the state of the art in these systems …

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 …

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 …

Dermoscopy of pigmented skin lesions

RP Braun, HS Rabinovitz, M Oliviero, AW Kopf… - Journal of the American …, 2005 - Elsevier
Dermoscopy is an in vivo method for the early diagnosis of malignant melanoma and the
differential diagnosis of pigmented lesions of the skin. It has been shown to increase …