Acta Optica Sinica, Volume. 45, Issue 8, 0810001(2025)
Dual‑Branch Multimodal Medical Image Fusion Based on Local and Global Information Collaboration
Fig. 6. Comparison of MRI-PET visualization fusion results of “mild Alzheimer disease”. (a) MRI; (b) PET; (c) EMFusion; (d) FATFusion; (e) IFCNN; (f) MATR; (g) CNP; (h) INet; (i) NSST; (j) EMMA; (k) PIAFusion; (l) ours
Fig. 7. Comparison of MRI-CT visualization fusion results of “hypertensive encephalopathy”. (a) CT; (b) MRI; (c) EMFusion; (d) FATFusion; (e) IFCNN; (f) MATR; (g) CNP; (h) INet; (i) NSST; (j) EMMA; (k) PIAFusion; (l) ours
Fig. 8. Comparison of MRI-SPECT visualization fusion results of “hypertensive encephalopathy”. (a) MRI; (b) SPECT; (c) EMFusion; (d) FATFusion; (e) IFCNN; (f) MATR; (g) CNP; (h) INet; (i) NSST; (j) EMMA; (k) PIAFusion; (l) ours
Fig. 10. Quantitative analysis of parameters. (a) Loss parameter
Fig. 13. Radar charts of MRI-PET and MRI-CT of ablation experiments. (a) MRI-PET; (b) MRI-CT
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Yu Shen, Jiaying Liu, Jiarong Yan, Ruoxuan Wang, Yukun Ma, Jiangcheng Li, Shan Bai, Ziyi Wei, Yangyang Li, Zhenkai Qiang. Dual‑Branch Multimodal Medical Image Fusion Based on Local and Global Information Collaboration[J]. Acta Optica Sinica, 2025, 45(8): 0810001
Category: Image Processing
Received: Jan. 6, 2025
Accepted: Feb. 18, 2025
Published Online: Apr. 27, 2025
The Author Email: Jiaying Liu (1640264144@qq.com)
CSTR:32393.14.AOS250443