A comprehensive survey on image-based computer aided diagnosis systems for skin cancer

N Hameed, A Ruskin, KA Hassan… - … & Applications (SKIMA …, 2016 - ieeexplore.ieee.org
Malignant melanoma is the deadliest form of skin cancer. In 2013 around 14,509 melanoma
cases were found in the United Kingdom and the rate is increasing ever since. Melanoma …

Squeeze-mnet: Precise skin cancer detection model for low computing IOT devices using transfer learning

RK Shinde, MS Alam, MB Hossain, S Md Imtiaz, JH Kim… - Cancers, 2022 - mdpi.com
Simple Summary Skin cancer is a life-threatening condition. It is difficult to diagnose in its
early stages; therefore, we proposed an easy-to-use telemedicine device to tackle skin …

A hierarchical structure based on stacking approach for skin lesion classification

GS Ghalejoogh, HM Kordy, F Ebrahimi - Expert Systems with Applications, 2020 - Elsevier
Malignant melanoma is the most dangerous type of skin cancer. The diagnosis of melanoma
in the early stages can greatly increase the possibility of its successful treatment. In the …

Automatic method of analysis and measurement of additional parameters of corneal deformation in the Corvis tonometer

R Koprowski - Biomedical engineering online, 2014 - Springer
Introduction The method for measuring intraocular pressure using the Corvis tonometer
provides a sequence of images of corneal deformation. Deformations of the cornea are …

Automatic classification of specific melanocytic lesions using artificial intelligence

J Jaworek-Korjakowska… - BioMed research …, 2016 - Wiley Online Library
Background. Given its propensity to metastasize, and lack of effective therapies for most
patients with advanced disease, early detection of melanoma is a clinical imperative …

Computer‐aided diagnosis of micro‐malignant melanoma lesions applying support vector machines

J Jaworek-Korjakowska - BioMed research international, 2016 - Wiley Online Library
Background. One of the fatal disorders causing death is malignant melanoma, the deadliest
form of skin cancer. The aim of the modern dermatology is the early detection of skin cancer …

A methodological approach to classify typical and atypical pigment network patterns for melanoma diagnosis

S Pathan, KG Prabhu, PC Siddalingaswamy - … Signal Processing and …, 2018 - Elsevier
The pigment network is considered as one of the most histopathologically relevant indicator
of melanoma. The objective of this empirical study is to design a novel automatic system for …

Eskin: study on the smartphone application for early detection of malignant melanoma

J Jaworek-Korjakowska… - … and Mobile Computing, 2018 - Wiley Online Library
Background. Malignant melanoma is among the fastest increasing malignancies in many
countries. With the help of new tools, such as teledermoscopy referrals between primary …

Object detection in security applications using dominant edge directions

M Kmieć, A Glowacz - Pattern Recognition Letters, 2015 - Elsevier
This paper presents a novel approach to object detection in images. We build on the existing
work on detecting knives in images, which has previously attempted to solve the problem by …

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 …