Latest Research in Advanced MRI Techniques and Applications

10 research papers · 2026 median publication year

Top Research Topics in Advanced MRI Techniques and Applications

Highest-Cited Papers

  1. The Challenge of Rendering Abnormalities Accurately Using Deep Learning-Based Reconstruction in Accelerated Brain MRI
  2. Evaluation Principles for MRI-MRA Registration in Trigeminal Neuralgia: An ROI-Centered Neurovascular Benchmark
  3. Adaptive multi-scale attention-enhanced V-NET for accurate and efficient multi-shell diffusion MRI estimation
  4. Digital twin-enabled attention-fused deep learning model for cardiovascular disease classification using MRI
  5. VentrEX: An Anatomically Guided Deep Learning Pipeline for Ventricular Segmentation in Cine Cardiac MRI
  6. Enhancing Bone Marrow Lesion Segmentation Through Dual-Channel Deep Neural Networks and Test-Time Augmentation
  7. Protect the Brain When Treating the Heart: Feasibility of 2.5D U-Net for Real-Time Gaseous Microemboli Detection
  8. Clinically Aligned Geometry Constraints for Robust IVUS Vessel Boundary Segmentation
  9. Rendering Novel Views of MRI Using 3D Gaussian Splatting
  10. FlowMoDL: Model-Based Deep Learning with Conjugate-Gradient Data Consistency for Highly Accelerated 4D Flow MRI Reconstruction
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L3 Region - - 2026 Sep Q3

Advanced MRI Techniques and Applications

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