Deep learning in content-based medical image retrieval

H Singh, P Kaushal, M Garg… - … , Machine Learning, and …, 2021 - taylorfrancis.com
This chapter proposes a deep learning system for medical image retrieval based on content
by training a profound convolutionary neural network for the purpose of classification. The …

Medical image retrieval using deep convolutional neural network

A Qayyum, SM Anwar, M Awais, M Majid - Neurocomputing, 2017 - Elsevier
With a widespread use of digital imaging data in hospitals, the size of medical image
repositories is increasing rapidly. This causes difficulty in managing and querying these …

[PDF][PDF] Pre-trained convolution neural networks models for content-based medical image retrieval

A Ahmed, AO Almagrabi, AH Osman - Int. J. Adv. Appl. Sci., 2022 - researchgate.net
Content-based image retrieval (CBIR) is a recent method used to retrieve different types of
images from repositories. The traditional content-based medical image retrieval (CBMIR) …

Using deep learning for content-based medical image retrieval

Q Sun, Y Yang, J Sun, Z Yang… - Medical Imaging 2017 …, 2017 - spiedigitallibrary.org
Content-Based medical image retrieval (CBMIR) is been highly active research area from
past few years. The retrieval performance of a CBMIR system crucially depends on the …

Content-Based Image Retrieval Techniques and Their Applications in Medical Science

MR Kapadia, CN Paunwala - … Signal and Image Processing with Artificial …, 2022 - Springer
Introduction: Content-based image retrieval (CBIR) retrieves the images from the vast image
repositories. Research in the CBIR domain gets attention due to the massive number of …

Content based medical image retrieval: A deep learning approach

M Ali - 2023 - repository.smuc.edu.et
Ethiopia is one of the countries where overall health service has been compromised by
inadequate & poorly maintained infrastructure and scarcity of health professionals …

RetrieveNet: a novel deep network for medical image retrieval

CA Hussain, DV Rao, SA Mastani - Evolutionary Intelligence, 2021 - Springer
Abstract Content-Based Image Retrieval is an accurate characterization of visual information
used for medical and natural image classification, retrieval, face recognition, etc. In recent …

Deep belief CNN feature representation based content based image retrieval for medical images

SK Sundararajan, B Sankaragomathi… - Journal of medical …, 2019 - Springer
Avascular Necrosis (AN) is a cause of muscular-skeletal disability. As it is common amongst
the younger people, early intervention and prompt diagnosis is requisite. This disease …

Medical image retrieval system using deep learning techniques

J Pradhan, AK Pal, H Banka - Deep Learning for Biomedical Data …, 2021 - Springer
Abstract Content-based Image Retrieval (CBIR) system uses the visual information and
features present within an image, to find the most analogous images from any gigantic …

Content-based medical image retrieval using deep learning-based features and hybrid meta-heuristic optimization

R Shetty, VS Bhat, J Pujari - Biomedical Signal Processing and Control, 2024 - Elsevier
Medical imaging is essential to the medical profession because it gives physicians access to
crucial data on interior body structures for clinical analysis and treatment decisions that help …