Region-based contrastive pretraining for medical image retrieval with anatomic query

HH Lee, A Santamaria-Pang, J Merkow… - arXiv preprint arXiv …, 2023 - arxiv.org
We introduce a novel Region-based contrastive pretraining for Medical Image Retrieval
(RegionMIR) that demonstrates the feasibility of medical image retrieval with similar …

Multi-Modal Medical Image Matching Based on Multi-Task Learning and Semantic-Enhanced Cross-Modal Retrieval.

Y Zhang - Traitement du Signal, 2023 - search.ebscohost.com
With the continuous advancement of medical imaging technology, a vast amount of
multimodal medical image data has been extensively utilized for disease diagnosis …

14 Perceptual Hashing

A Neelima, HR Singh - Soft Computing Techniques in Connected …, 2023 - books.google.com
Because of the advancement of technology, a huge number of medical images are
generated on a daily basis. Different types of medical images available are shown in Figure …

Medical Imaging Retrieval Based on Multi-Frequency Information and Angular Center Triplet Hashing

X Fan, J Liu, Q Wu, A Qu, J Yin, J Cui - Available at SSRN 4757417 - papers.ssrn.com
For large-scale medical image retrieval tasks, deep hashing methods have been proven as
effective search techniques to assist clinicians in making diagnoses based on comparable …

Perceptual Hashing Function for Medical Images: Overview, Challenges, and the Future

A Neelima, HR Singh - Soft Computing Techniques in Connected … - taylorfrancis.com
There is an unprecedented growth in the usage of medical images for the diagnosis of a
disease. This has led to the generation of a huge number of medical images, necessitating …