Latest Research in Image and Video Processing

27 research papers · 2026 median publication year

Top Research Topics in Image and Video Processing

Highest-Cited Papers

  1. The diagnostic accuracy of AI-driven opportunistic osteoporosis screening based on routine non-contrast CT
  2. Constrained estimation of rotational invariants of the cumulant expansion (RICE) for rapid tensor-valued diffusion MRI
  3. Effects of Sequence Timing on the Spatio-Temporal Properties of 3D BOLD fMRI: A Formal Framework and Analysis
  4. BSC-Net: A Small-Branch-Sensitive Structural Continuity Network for Coronary Vessel Segmentation and Quantitative Angiographic Analysis
  5. Echo-E$^3$Net: Efficient Endocardial Spatio-Temporal Network for Ejection Fraction Estimation
  6. Development and validation of an AI framework for automated vertebral bone quality assessment of lumbar MRI.
  7. Myocardial Strain Drift Correction in Deep Learning Based Ultrasound Tracking
  8. A deep learning framework for automated quantification of peripheral nerve lesions in MR neurography
  9. AI-Assisted Compressed Sensing for Optimized Inner Ear Imaging: a Multi-Rater MRI Evaluation of CSAI T2-DRIVE
  10. SubDIVIDE: Efficient tensor‐valued diffusion magnetic resonance imaging via joint diffusional variance decomposition modeling and subspace reconstruction
  11. OpenMRF : A Modular, Vendor‐Neutral Open‐Source Framework for Magnetic Resonance Fingerprinting Using Pulseq
  12. Fast Reconstruction of Motion‐Corrupted Data With Mobile‐GRAPPA: Motion and δB0 Inhomogeneity Correction Leveraging Efficient GRAPPA
  13. CardioFusion-XAI: a robust multi-scale and explainable framework for cardiac MRI-based disease classification
  14. Optimizing Brachial Plexus Diffusion Tensor Imaging
  15. The 2024 MRSI Data Processing and Quantification Challenge Synthetic Dataset
  16. Diffusion-Encoding Gaussian Field for Joint k-q dMRI Reconstruction
  17. Prior-Guided Implicit Neural Representations for Single-Subject Diffusion MRI Super-Resolution
  18. UI-VISA: U-Net Initialized Vascular Image Segmentation Architecture
  19. MR-JEPA: A General Purpose Video Foundation Model for Cardiac MRI
  20. Unimodality and Radial Monotonicity of the Magnetic Resonance Fingerprinting T1/T2 Matching Objective
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L3 Region - - 2026 Sep Q3

Image and Video Processing

27 papers

Top Topics (10)

Image and Video Processing6
Medical Physics4
Computer Vision and Pattern Recognition4
Advanced Neuroimaging Techniques and Applications3
Advanced MRI Techniques and Applications3
Bone health and osteoporosis research2
Peripheral Nerve Disorders1
Hearing Loss and Rehabilitation1
Cardiac Imaging and Diagnostics1
Cerebrovascular and Carotid Artery Diseases1

Top Publications (20)

1.The diagnostic accuracy of AI-driven opportunistic osteoporosis screening based on routine non-contrast CT2.Constrained estimation of rotational invariants of the cumulant expansion (RICE) for rapid tensor-valued diffusion MRI3.Effects of Sequence Timing on the Spatio-Temporal Properties of 3D BOLD fMRI: A Formal Framework and Analysis4.BSC-Net: A Small-Branch-Sensitive Structural Continuity Network for Coronary Vessel Segmentation and Quantitative Angiographic Analysis5.Echo-E$^3$Net: Efficient Endocardial Spatio-Temporal Network for Ejection Fraction Estimation6.Development and validation of an AI framework for automated vertebral bone quality assessment of lumbar MRI.7.Myocardial Strain Drift Correction in Deep Learning Based Ultrasound Tracking8.A deep learning framework for automated quantification of peripheral nerve lesions in MR neurography9.AI-Assisted Compressed Sensing for Optimized Inner Ear Imaging: a Multi-Rater MRI Evaluation of CSAI T2-DRIVE10.SubDIVIDE: Efficient tensor‐valued diffusion magnetic resonance imaging via joint diffusional variance decomposition modeling and subspace reconstruction11.OpenMRF : A Modular, Vendor‐Neutral Open‐Source Framework for Magnetic Resonance Fingerprinting Using Pulseq12.Fast Reconstruction of Motion‐Corrupted Data With Mobile‐GRAPPA: Motion and δB0 Inhomogeneity Correction Leveraging Efficient GRAPPA13.CardioFusion-XAI: a robust multi-scale and explainable framework for cardiac MRI-based disease classification14.Optimizing Brachial Plexus Diffusion Tensor Imaging15.The 2024 MRSI Data Processing and Quantification Challenge Synthetic Dataset16.Diffusion-Encoding Gaussian Field for Joint k-q dMRI Reconstruction17.Prior-Guided Implicit Neural Representations for Single-Subject Diffusion MRI Super-Resolution18.UI-VISA: U-Net Initialized Vascular Image Segmentation Architecture19.MR-JEPA: A General Purpose Video Foundation Model for Cardiac MRI20.Unimodality and Radial Monotonicity of the Magnetic Resonance Fingerprinting T1/T2 Matching Objective
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