Multimodal Image Processing

Multimodal Image Processing is a computational methodology that integrates and analyzes data from multiple imaging modalities to extract complementary information, distinguished by its focus on synergistic transformation, fusion, and interpretation of heterogeneous image sources for enhanced diagnostic or analytical outcomes.

432

Publications

30.3K

Citations

1.6K

Authors

638

Institutions

Publications per year

2017–2026

288

Parents

Multimodal Imaging

Publications

432

MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation

Nabil Ibtehaz, M. Sohel Rahman · Neural Networks · 2019 · 2.3K citations · Full text

Computing, Biomedical Engineering, Biomedical Imaging +12

AMIDE: A Free Software Tool for Multimodality Medical Image Analysis

Andreas M. Loening, Sanjiv S. Gambhir · Molecular Imaging · 2003 · 977 citations · Full text

Computing, Biomedical Informatics, Visualization +16

Multimodal Image Coregistration and Partitioning—A Unified Framework

John Ashburner, Karl Friston · NeuroImage · 1997 · 936 citations

Computing, Computer Science, Visualization +14

Multi-modality image registration by maximization of mutual information

Frederik Maes, André Collignon, Dirk Vandermeulen et al. · 1996 · 804 citations

Medicine, Biomedical Engineering, Radiology +17

Visual Instruction Tuning

Haotian Liu, Chunyuan Li, Qingyang Wu et al. · arXiv (Cornell University) · 2023 · 681 citations · Full text

Computing, Computer Science, Computer Vision +10

1–5 of 432

Authors

1.6K

DS
Dinggang Shen
University of North Carolina at Chapel Hill, United States
5 publications · 293 citations
5
h-index
WL
Weisheng Li
Chongqing University of Posts and Telecommunications, China
5 publications · 163 citations
5
h-index
AM
Anant Madabhushi
Case Western Reserve University, United States
4 publications · 85 citations
4
h-index
JC
Jonathan Chappelow
Rutgers, The State University of New Jersey, United States
4 publications · 85 citations
4
h-index
DZ
Dongming Zhou
Yunnan University, China
4 publications · 152 citations
4
h-index

1–5 of 1.6K

Institutions

638

1–8 of 638

Venues

Biomedical Signal Processing and Control
15 publications · 755 citations
15
h-index
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
10 publications · 165 citations
10
h-index
IEEE Access
9 publications · 714 citations
9
h-index
IEEE Transactions on Instrumentation and Measurement
8 publications · 1.2K citations
9
h-index
Information Fusion
8 publications · 499 citations
8
h-index

1–5