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 …

A color and texture based hierarchical K-NN approach to the classification of non-melanoma skin lesions

L Ballerini, RB Fisher, B Aldridge, J Rees - Color medical image analysis, 2013 - Springer
This chapter proposes a novel hierarchical classification system based on the K-Nearest
Neighbors (K-NN) model and its application to non-melanoma skin lesion classification …

Interpretable pap-smear image retrieval for cervical cancer detection with rotation invariance mask generation deep hashing

E Özbay, FA Özbay - Computers in Biology and Medicine, 2023 - Elsevier
Cervical cancer is a common disease in women, affecting their lives negatively and often
resulting in death. Pap-smear tests are preferred by doctors as the primary tool in the early …

An effective hybrid framework for content based image retrieval (CBIR)

UA Khan, A Javed, R Ashraf - Multimedia Tools and Applications, 2021 - Springer
In recent years, we have witnessed a massive growth in the generation of images on the
cyberspace which demands to develop automated solutions for effective content …

[PDF][PDF] Automating skin disease diagnosis using image classification

DA Okuboyejo, OO Olugbara… - proceedings of the world …, 2013 - academia.edu
There have been many attempts to implement traditional telemedicine across the world
especially in the develo** countries, but the efforts has been characterized with …

[HTML][HTML] A hybrid CBIR system using novel local tetra angle patterns and color moment features

UA Khan, A Javed - Journal of King Saud University-Computer and …, 2022 - Elsevier
The exponential growth of communal media platforms including Facebook and Twitter, and
the accessibility of low-cost digital capturing devices have generated an enormous number …

An efficient content-based image retrieval system for the diagnosis of lung diseases

M Kashif, G Raja, F Shaukat - Journal of digital imaging, 2020 - Springer
The main problem in content-based image retrieval (CBIR) systems is the semantic gap
which needs to be reduced for efficient retrieval. The common imaging signs (CISs) which …

Dermoscopic image retrieval based on rotation-invariance deep hashing

Y Zhang, F **e, X Song, Y Zheng, J Liu, J Wang - Medical Image Analysis, 2022 - Elsevier
Dermoscopic image retrieval technology can provide dermatologists with valuable
information such as similar confirmed skin disease cases and diagnosis reports to assist …

Content-based image retrieval techniques for the analysis of dermatological lesions using particle swarm optimization technique

GW Jiji, PJ DuraiRaj - Applied Soft Computing, 2015 - Elsevier
This method presents extraction of effective color and shape features for the analysis of
dermatology images. We employ three phases of operation in order to perform efficient …

Content-based medical image retrieval

TW Cai, J Kim, DD Feng - Biomedical information technology, 2008 - Elsevier
Publisher Summary This chapter introduced content-based image retrieval (CBIR) and its
key components. CBIR methods support full retrieval by visual content/properties of images …