Determination of border irregularity in dermoscopic color images of pigmented skin lesions

J Jaworek-Korjakowska… - 2014 36th annual …, 2014 - ieeexplore.ieee.org
Malignant melanoma, which is the most dangerous type of skin cancer, is commonly
diagnosed in all people, regardless of age, gender, or race. In the last several years an …

Novel method for border irregularity assessment in dermoscopic color images

J Jaworek-Korjakowska - Computational and mathematical …, 2015 - Wiley Online Library
Background. One of the most important lesion features predicting malignancy is border
irregularity. Accurate assessment of irregular borders is clinically important due to …

A machine learning approach to automatic detection of irregularity in skin lesion border using dermoscopic images

AR Ali, J Li, G Yang, SJ O'Shea - PeerJ Computer Science, 2020 - peerj.com
Skin lesion border irregularity is considered an important clinical feature for the early
diagnosis of melanoma, representing the B feature in the ABCD rule. In this article we …

Objective evaluation of methods for border detection in dermoscopy images

ME Celebi, G Schaefer, H Iyatomi - 2008 30th Annual …, 2008 - ieeexplore.ieee.org
Dermoscopy is one of the major imaging modalities used in the diagnosis of melanoma and
other pigmented skin lesions. Due to the difficulty and subjectivity of human interpretation …

Fast and accurate border detection in dermoscopy images using statistical region merging

ME Celebi, HA Kingravi, H Iyatomi… - Medical Imaging …, 2007 - spiedigitallibrary.org
As a result of advances in skin imaging technology and the development of suitable image
processing techniques during the last decade, there has been a significant increase of …

Weighted performance index for objective evaluation of border detection methods in dermoscopy images

R Garnavi, M Aldeen, ME Celebi - Skin Research and …, 2011 - Wiley Online Library
Purpose: This paper presents a novel approach for objective evaluation of border detection
in dermoscopy images of melanoma. Background: In melanoma studies, border detection is …

Lesion border detection in dermoscopy images

ME Celebi, H Iyatomi, G Schaefer… - … medical imaging and …, 2009 - Elsevier
BACKGROUND: Dermoscopy is one of the major imaging modalities used in the diagnosis
of melanoma and other pigmented skin lesions. Due to the difficulty and subjectivity of …

An improved objective evaluation measure for border detection in dermoscopy images

ME Celebi, G Schaefer, H Iyatomi… - Skin Research and …, 2009 - Wiley Online Library
Background: Dermoscopy is one of the major imaging modalities used in the diagnosis of
melanoma and other pigmented skin lesions. Owing to the difficulty and subjectivity of …

Lesion border detection in dermoscopy images using dynamic programming

Q Abbas, ME Celebi, I Fondón García… - Skin Research and …, 2011 - Wiley Online Library
Background/purpose: Automated border detection is an important and challenging task in
the computerized analysis of dermoscopy images. However, dermoscopic images often …

Development of a novel border detection method for melanocytic and non-melanocytic dermoscopy images

KA Norton, H Iyatomi, ME Celebi… - … Conference of the …, 2010 - ieeexplore.ieee.org
Computer aided diagnosis of dermoscopy images has shown great promise in developing a
quantitative, objective way of classifying skin lesions. An important step in the classification …