Survey of Advanced Image Fusion Techniques for Enhanced Visualization in Cardiovascular Diagnosis and Treatment

Gargi J Trivedi

Abstract

Literature Review

Survey of Advanced Image Fusion Techniques for Enhanced Visualization in Cardiovascular Diagnosis and Treatment

Gargi J Trivedi*

Published: 06 March, 2025 | Volume 9 - Issue 1 | Pages: 001-009

Cardiovascular Diseases (CVDs) remain a major global health concern, necessitating accurate and comprehensive diagnostic techniques. Traditional medical imaging modalities, such as CT angiography, PET, MRI, and ultrasound, provide crucial but limited information when used independently. Image fusion techniques integrate complementary modalities, enhance visualization, and improve diagnostic accuracy. This paper presents a theoretical study of advanced image fusion methods applied to cardiovascular imaging. We explore wavelet-based, Principal Component Analysis (PCA), and deep learning-driven fusion models, emphasizing their theoretical underpinnings, mathematical formulation, and potential clinical applications. The proposed framework enables improved coronary artery visualization, cardiac function assessment, and real-time hemodynamic analysis, offering a non-invasive and highly effective approach to cardiovascular diagnostics.
MSC Codes: 68U10,94A08,92C55,65T60,62H25,68T07.

Read Full Article HTML DOI: 10.29328/journal.jcmei.1001034 Cite this Article Read Full Article PDF

Keywords:
Cardiovascular imaging; Image fusion; Wavelet transform; Principal component analysis; Deep learning; Diagnostic imaging; Medical image processing

References

Zhu J, Liu H, Liu X, Chen C, Shu M. Cardiovascular disease detection based on deep learning and multi-modal data fusion. Biomed Signal Process Control. 2025;99:106882. Available from: http://dx.doi.org/10.1016/j.bspc.2024.106882
Helck A, D'Anastasi M, Notohamiprodjo M, Thieme S, Sommer W, Reiser M, et al. Multimodality imaging using ultrasound image fusion in renal lesions. Clin Hemorheol Microcirc. 2012;50(1-2):79-89. Available from: https://doi.org/10.3233/ch-2011-1445
Wong KKL, Fortino G, Abbott D. Deep learning-based cardiovascular image diagnosis: a promising challenge. Future Gener Comput Syst. 2020;110:802-11. Available from: https://www.eleceng.adelaide.edu.au/personal/dabbott/publications/FGC_wong2019.pdf
Song Y, Du X, Zhang Y, Li S. Two-stage segmentation network with feature aggregation and multi-level attention mechanism for multi-modality heart images. Comput Med Imaging Graph. 2022;97:102054. Available from: https://doi.org/10.1016/j.compmedimag.2022.102054
Pohl C, Nazirun NNN, Hamzah NA, Tamin SS. Multimodal medical image fusion in cardiovascular applications. Med Imaging Technol Rev Comput Appl. 2015;91-109. Available from: http://dx.doi.org/10.1007/978-981-287-540-2_4
Trivedi GJ, Sanghvi RC. A new approach for multimodal medical image fusion using PDE-based technique. Suranaree J Sci Technol. 2023;30(4):030132(1-7). Available from: https://doi.org/10.55766/sujst-2023-04-e0843
Yadav SP, Yadav S. Image fusion using hybrid methods in multimodality medical images. Med Biol Eng Comput. 2020;58(4):669-87. Available from: https://doi.org/10.1007/s11517-020-02136-6
Zhang H, Zhang P, Wang Z, Chao L, Chen Y, Li Q. Multi-feature decision fusion network for heart sound abnormality detection and classification. IEEE J Biomed Health Inform. 2023;28(3):1386-97. Available from: https://doi.org/10.1109/jbhi.2023.3307870
Kibria HB, Matin A. An efficient machine learning-based decision-level fusion model to predict cardiovascular disease. In: Intelligent Computing and Optimization: Proceedings of the 3rd International Conference on Intelligent Computing and Optimization 2020 (ICO 2020). Springer Int Publ. 2021;1097-1110. Available from: https://doi.org/10.1016/j.compbiolchem.2022.107672
Trivedi G, Sanghvi RC. Automated multimodal fusion with PDE preprocessing and learnable convolutional pools. ADBU J Eng Technol. 2024;13(1):0130104066. Available from: https://www.utgjiu.ro/math/sma/v19/a19_11.html
Trivedi G, Sanghvi RC. Infrared and visible image fusion using multi-scale decomposition and partial differential equations. Int J Appl Comput Math. 2024;10(1):133(1–16). Available from: https://doi.org/10.1007/s40819-024-01768-8
Trivedi G. MDWT: A Modified Discrete Wavelet Transformation-Based Algorithm for Image Fusion. In: Tahir MB, editor. Beyond Signals - Exploring Revolutionary Fourier Transform Applications. Rijeka: IntechOpen; 2024. Available from: https://doi.org/10.5772/intechopen.1006477
Priyanka M, Anusha T, Srilakshmi K, Chandana R, Srikanth MV. Optimum weighted medical image fusion using non sub-sampled contourlet transform (NSCT) for brain tumour detection. J Eng Sci. 2023;14(4).
Zhang F, Gong L. Investigation on super-resolution reconstruction of lung CT images for COVID-19 based on sequential images. Biomed Signal Process Control. 2025;102:107424. Available from: https://doi.org/10.1016/j.bspc.2024.107424
Asadi S, Kumar AVS, Agrawal A. Enhancing cardiovascular disease detection and prediction: a hybrid CNN-RNN approach to overcome common limitations. In: Spatially Variable Genes in Cancer: Development, Progression, and Treatment Response. IGI Global Sci Publ. 2025;361-80. Available from: http://dx.doi.org/10.4018/979-8-3693-7728-4.ch013
Srinivasan SM, Sharma V. Applications of AI in cardiovascular disease detection—a review of the specific ways in which AI is being used to detect and diagnose cardiovascular diseases. In: AI in Disease Detection: Advancements and Applications. 2025;123-46. Available from: https://pure.psu.edu/en/publications/applications-of-ai-in-cardiovascular-disease-detection-a-review-o
Trivedi GJ, Sanghvi RC. Medical image fusion using CNN with automated pooling. Indian J Sci Technol. 2022;15(42):2267–74. Available from: https://doi.org/10.17485/IJST/v15i42.1812
Parlati ALM, Nardi E, Marzano F, Madaudo C, Di Santo M, Cotticelli C, et al. Advancing cardiovascular diagnostics: the expanding role of CMR in heart failure and cardiomyopathies. J Clin Med. 2025;14(3):865. Available from: https://doi.org/10.3390/jcm14030865
Wang K, Tan B, Wang X, Qiu S, Zhang Q, Wang S, et al. Machine learning-assisted point-of-care diagnostics for cardiovascular healthcare. Bioeng Transl Med. 2025:e70002. Available from: https://doi.org/10.1002/btm2.70002
Tara T, Kusum K, Islam MH, Sugi T. ECG-based human activity-specific cardiac pattern detection using machine-learning and deep-learning models. J Electrocardiol. 2025;153899. Available from: https://doi.org/10.1016/j.jelectrocard.2025.153899
Robert C, Tan WY, Ling LH, Hilal S. Association of arterial structure and function with incident cardiovascular diseases and cognitive decline. Alzheimers Dement (Amst). 2025;17(1):e70069. Available from: https://doi.org/10.1002/dad2.70069
Trivedi GJ, Sanghvi RC. Optimizing image fusion using modified principal component analysis algorithm and adaptive weighting scheme. Int J Adv Netw Appl. 2023;15(1):5769-74. Available from: http://dx.doi.org/10.35444/IJANA.2023.15103
Liu Y, Chen X, Liu X, Yu H, Zhou L, Gao X, et al. Accuracy of non-gated low-dose non-contrast chest CT with tin filtration for coronary artery calcium scoring. Eur J Radiol Open. 2022;9:100396. Available from: https://doi.org/10.1016/j.ejro.2022.100396
Mayo Clinic. Ejection fraction: An important heart test [Internet]. [cited 2025 Feb 10]. Available from: https://www.mayoclinic.org/ejection-fraction/expert-answers/faq-20058286
Mayo Clinic. Heart valve disease - Diagnosis and treatment [Internet]. [cited 2025 Feb 10]. Available from: https://www.mayoclinic.org/diseases-conditions/heart-valve-disease/diagnosis-treatment/drc-20353732
American Heart Association. Testing for heart valve problems [Internet]. [cited 2025 Feb 10]. Available from: https://www.heart.org/en/health-topics/heart-valve-problems-and-disease/getting-an-accurate-heart-valve-diagnosis/testing-for-heart-valve-problems
Medrano-Gracia P, Cowan BR, Suinesiaputra A, Young AA. Challenges of cardiac image analysis in large-scale population-based studies. Curr Cardiol Rep. 2015;17(3):563. Available from: https://doi.org/10.1007/s11886-015-0563-2
Daubert MA, Tailor T, James O, Shaw LJ, Douglas PS, Koweek L. Multimodality cardiac imaging in the 21st century: evolution, advances and future opportunities for innovation. Br J Radiol. 2021;94(1117):20200780. Available from: https://doi.org/10.1259/bjr.20200780
Mastrodicasa D, van Assen M, Huisman M, Leiner T, Williamson EE, Nicol ED, et al. Use of AI in Cardiac CT and MRI: A Scientific Statement from the ESCR, EuSoMII, NASCI, SCCT, SCMR, SIIM, and RSNA. 2025;314(1). Available from: https://doi.org/10.1148/radiol.240516
Haulon S, Fabre D, Mougin J, Charbonneau P, Girault A, Raux M, et al. Image fusion for vascular procedures: The impact and continuing development of image fusion for planning and guiding vascular repair. 2020. Available from:https://evtoday.com/articles/2020-jan/image-fusion-for-vascular-procedures
Weissman N, Soman P, Shah D. Multimodality imaging: Opportunities and challenges. J Am Coll Cardiol Img. 2013;6(9):1022–3. Available from: https://doi.org/10.1016/j.jcmg.2013.07.003
Li L, Ding W, Huang L, Zhuang X, Grau V. Multi-modality cardiac image computing: A survey [Internet]. arXiv:2208.12881 [eess.IV]. 2022 Aug 26 [cited 2025 Mar 3]. Available from: https://doi.org/10.48550/arXiv.2208.12881

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Abstract

Survey of Advanced Image Fusion Techniques for Enhanced Visualization in Cardiovascular Diagnosis and Treatment

Gargi J Trivedi*

Keywords:Cardiovascular imaging; Image fusion; Wavelet transform; Principal component analysis; Deep learning; Diagnostic imaging; Medical image processing

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Keywords:
Cardiovascular imaging; Image fusion; Wavelet transform; Principal component analysis; Deep learning; Diagnostic imaging; Medical image processing