JOURNAL ARTICLE

Hybrid Multimodal Medical Image Fusion Using Combination of Transform Techniques for Disease Analysis

B. RajalingamR. PriyaR. Bhavani

Year: 2019 Journal:   Procedia Computer Science Vol: 152 Pages: 150-157   Publisher: Elsevier BV

Abstract

Multimodal medical image fusion has played an important role to diagnose the diseases for clinical treatment analysis and improving the performance and precision of the computer assisted system. In a recent development of medical filed single multimodal medical image cannot provide all the details of human body. For example, the soft tissue information can be represented by magnetic resonance imaging, computed tomography imaging represent the bones dense structure with less distortion. In this paper, proposed the combination of NSCT with DTCWT hybrid fusion algorithm. The hybrid fusion algorithm is verified through a simulation experiment on different multimodality images. Experimental results are evaluated by the number of well-known performance evaluation metrics.

Keywords:
Computer science Image fusion Artificial intelligence Multimodality Medical imaging Distortion (music) Fusion Image (mathematics) Magnetic resonance imaging Pattern recognition (psychology) Computer vision Radiology Medicine

Metrics

38
Cited By
3.61
FWCI (Field Weighted Citation Impact)
22
Refs
0.93
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Image Fusion Techniques
Physical Sciences →  Engineering →  Media Technology
Infrared Thermography in Medicine
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging
Photoacoustic and Ultrasonic Imaging
Physical Sciences →  Engineering →  Biomedical Engineering

Related Documents

JOURNAL ARTICLE

Multimodal Medical Image Fusion Using Hybrid Fusion Techniques for Neoplastic and Alzheimer’s Disease Analysis

B. RajalingamR. PriyaR. Bhavani

Journal:   Journal of Computational and Theoretical Nanoscience Year: 2019 Vol: 16 (4)Pages: 1320-1331
JOURNAL ARTICLE

Enhancement of Hybrid Multimodal Medical Image Fusion Techniques for Clinical Disease Analysis

B. RajalingamR. Priya

Journal:   International Journal of Computer Vision and Image Processing Year: 2018 Vol: 8 (3)Pages: 16-40
© 2026 ScienceGate Book Chapters — All rights reserved.