An overview of approaches for content-based medical image retrieval

P Das, A Neelima - International journal of multimedia information retrieval, 2017 - Springer
Medical imaging performs a vital role in the medical field as it provides important information
on the internal body parts for the clinical analysis and medical intervention which enables …

Pattern descriptors orientation and map firefly algorithm based brain pathology classification using hybridized machine learning algorithm

B Deepa, M Murugappan, MG Sumithra… - IEEE …, 2021 - ieeexplore.ieee.org
Magnetic Resonance Imaging (MRI) is a significant technique used to diagnose brain
abnormalities at early stages. This paper proposes a novel method to classify brain …

A median based quadrilateral local quantized ternary pattern technique for the classification of dermatoscopic images of skin cancer

V Srivastava, D Kumar, S Roy - Computers and Electrical Engineering, 2022 - Elsevier
Skin Cancer is one of the most widespread forms of cancer in the world which can be
detected using dermatoscopic images. In this paper, a texture based feature extraction …

Classification of intracranial hemorrhage CT images based on texture analysis using ensemble-based machine learning algorithms: A comparative study

SS Gudadhe, AD Thakare, D Oliva - Biomedical Signal Processing and …, 2023 - Elsevier
Blood vessels in the brain tissue can leak or burst, causing an intracranial hemorrhage, a
potentially fatal disorder. One of the critical steps in brain stroke imaging is the …

A robust medical image retrieval system based on wavelet optimization and adaptive block truncation coding

H Kasban, DH Salama - Multimedia Tools and Applications, 2019 - Springer
This paper presents a proposed method for medical image retrieval in order to search in a
database for an image that is similar to a query image. The proposed Medical Image …

[HTML][HTML] An efficient content based image retrieval using enhanced multi-trend structure descriptor

S Sathiamoorthy, M Natarajan - SN Applied Sciences, 2020 - Springer
This paper contributes a new variant of multi-trend structure descriptor (MTSD) for efficient
content based image retrieval. The proposed variant of MTSD encodes color/edge …

An efficient retrieval system for biomedical images based on radial associated Laguerre moments

G Hassan, KM Hosny, RM Farouk, AM Alzohairy - IEEE Access, 2020 - ieeexplore.ieee.org
The ability of any retrieval system to extract features by using its feature descriptor is the
primary criterion to measure its efficiency. In this paper a novel technique for feature …

An enhanced texture-based feature extraction approach for classification of biomedical images of CT-scan of lungs

V Srivastava, S Gupta, G Chaudhary, A Balodi, M Khari… - 2021 - reunir.unir.net
Content Based Image Retrieval (CBIR) techniques based on texture have gained a lot of
popularity in recent times. In the proposed work, a feature vector is obtained by …

Content based medical image retrieval based on new efficient local neighborhood wavelet feature descriptor

A Shinde, A Rahulkar, C Patil - Biomedical engineering letters, 2019 - Springer
This paper presents a new class of local neighborhood based wavelet feature descriptor
(LNWFD) for content based medical image retrieval (CBMIR). To retrieve images effectively …

A robust feature descriptor for biomedical image retrieval

P Das, A Neelima - IRBM, 2021 - Elsevier
Biomedical image retrieval is a crucial side of computer-aided diagnosis. It helps the
radiologist and medical specialist to spot and perceive the specific disease. This paper …