Content-Based Brain Tumor Retrieval for MR Images Using Transfer Learning

Nawab Khan Swati, Zar; Zhao, Qinghua; Kabir, Muhammad; Ali, Farman; Ali, Zakir; Ahmad, Saeed; Lu, Jianfeng

doi:10.1109/access.2019.2892455

Public

Content-Based Brain Tumor Retrieval for MR Images Using Transfer Learning

Published in IEEE Access • Jan 1, 2019

Authors:

Zar Nawab Khan Swati

Qinghua Zhao

Muhammad Kabir

Abstract

This paper presents an automatic content-based image retrieval (CBIR) system for brain tumors on T1-weighted contrast-enhanced magnetic resonance images (CE-MRI). The key challenge in CBIR systems for MR images is the semantic gap between the low-level visual information captured by the MRI machine ...

Subject

Computer science

Artificial intelligence

Feature extraction

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