Stacked auto-encoder based tagging with deep features for content-based medical image retrieval

Ş Öztürk - Expert Systems with Applications, 2020 - Elsevier
Content-based medical image retrieval (CBMIR) is one of the most challenging and
ambiguous tasks used to minimize the semantic gap between images and human queries in …

Class-driven content-based medical image retrieval using hash codes of deep features

Ş Öztürk - Biomedical Signal Processing and Control, 2021 - Elsevier
Medical imaging provides the convenience of physicians to analyze the disease by
providing visual data of the body parts required for clinical research and treatment. Today …

An efficient Gabor Walsh-Hadamard transform based approach for retrieving brain tumor images from MRI

K Venkatachalam, S Siuly, N Bacanin… - IEEE …, 2021 - ieeexplore.ieee.org
Brain tumors are a serious and death-defying disease for human life. Discovering an
appropriate brain tumor image from a magnetic resonance imaging (MRI) archive is a …

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 …

A panoramic view of content-based medical image retrieval system

P Kaur, RK Singh - 2020 international conference on intelligent …, 2020 - ieeexplore.ieee.org
Content-Based Image Retrieval (CBIR) system for medical applications is one of the
trending research fields in computer vision and Digital image processing over the last 20 …

A framework for privacy preserving medical content based image retrieval

A Kamrani, K Zenkouar, S Najah - AIP Conference Proceedings, 2023 - pubs.aip.org
In this paper a general framework for a privacy preserving medical Content Based Image
Retrieval (CBIR) is presented. We illustrate how a homomorphic encryption scheme can be …

Machine learning as key technology of AI: Automated workforce planning

N Rischmeyer - … in Healthcare: Implementing Innovation and Artificial …, 2021 - Springer
The level of digitization is increasing globally on a daily basis. This change is not only met
with enthusiasm, because it fuels people's fundamental fear of being substituted. Many …

[PDF][PDF] Count of Equivalent Pixel (CEP): A Novel Algorithm to Extract Most Relevant Images from the Medical Image Database

D Indira, K Srinivas, K Chaduvula… - European Journal of … - researchgate.net
Now a day images or pictures play a prominent role in the world. Content-based image
retrieval (CBIR) systems are used to retrieve similar images based on query image. This …