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Hassan Rivaz

Identifiers

  • name variant Hassan Rivaz 0.60 · backfill

Papers (78)

  1. Evi-Steer: Learning to Steer Biomedical Vision-Language Models through Efficient and Generalizable Evidential Tuning cs.CV · 2026 · author #2
  2. VesselSim: learning 3D blood vessel segmentation without expert annotations cs.CV · 2026 · author #4
  3. Longitudinal Lesion Inpainting in Brain MRI via 3D Region Aware Diffusion eess.IV · 2026 · author #4
  4. CLIP-SVD: Efficient and Interpretable Vision-Language Adaptation via Singular Values cs.CV · 2025 · author #2
  5. DINOMotion: advanced robust tissue motion tracking with DINOv2 in 2D-Cine MRI-guided radiotherapy eess.IV · 2025 · author #5
  6. Weakly Supervised Intracranial Aneurysm Detection and Segmentation in MR angiography via Multi-task UNet with Vesselness Prior eess.IV · 2025 · author #3
  7. TextSAM-EUS: Text Prompt Learning for SAM to Accurately Segment Pancreatic Tumor in Endoscopic Ultrasound cs.CV · 2025 · author #5
  8. Grounding DINO-US-SAM: Text-Prompted Multi-Organ Segmentation in Ultrasound with LoRA-Tuned Vision-Language Models cs.CV · 2025 · author #3
  9. Lightweight Physics-Aware Zero-Shot Ultrasound Plane-Wave Denoising eess.IV · 2025 · author #4
  10. Ultrasound Image Generation using Latent Diffusion Models cs.CV · 2025 · author #8
  11. Reliability of deep learning models for anatomical landmark detection: The role of inter-rater variability eess.IV · 2024 · author #2
  12. CABLD: Contrast-Agnostic Brain Landmark Detection with Consistency-Based Regularization eess.IV · 2024 · author #3
  13. Comparative Analysis of Diffusion Generative Models in Computational Pathology eess.IV · 2024 · author #5
  14. BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models cs.CV · 2024 · author #3
  15. Ensemble Learning for Microbubble Localization in Super-Resolution Ultrasound eess.IV · 2024 · author #3
  16. MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation cs.CV · 2024 · author #3
  17. Uncertainty Decomposition and Error Margin Detection of Homodyned-K Distribution in Quantitative Ultrasound eess.SP · 2024 · author #4
  18. Denoising Plane Wave Ultrasound Images Using Diffusion Probabilistic Models eess.IV · 2024 · author #5
  19. Vision Mamba for Classification of Breast Ultrasound Images cs.CV · 2024 · author #3
  20. Vim4Path: Self-Supervised Vision Mamba for Histopathology Images eess.IV · 2024 · author #3
  21. MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation cs.CV · 2024 · author #3
  22. Joint enhancement of automatic chest X-ray diagnosis and radiological gaze prediction with multi-stage cooperative learning eess.IV · 2024 · author #2
  23. Homodyned K-Distribution Parameter Estimation in Quantitative Ultrasound: Autoencoder and Bayesian Neural Network Approaches eess.SP · 2024 · author #5
  24. Is visual explanation with Grad-CAM more reliable for deeper neural networks? a case study with automatic pneumothorax diagnosis eess.IV · 2023 · author #2
  25. VesselShot: Few-shot learning for cerebral blood vessel segmentation eess.IV · 2023 · author #2
  26. Robust RF Data Normalization for Deep Learning eess.IV · 2023 · author #3
  27. Frequency-Space Prediction Filtering for Phase Aberration Correction in Plane-Wave Ultrasound eess.IV · 2023 · author #3
  28. Mitigating Aberration-Induced Noise: A Deep Learning-Based Aberration-to-Aberration Approach eess.IV · 2023 · author #5
  29. Dense Error Map Estimation for MRI-Ultrasound Registration in Brain Tumor Surgery Using Swin UNETR eess.IV · 2023 · author #3
  30. Deformable-Detection Transformer for Microbubble Localization in Ultrasound Localization Microscopy eess.IV · 2023 · author #3
  31. How inter-rater variability relates to aleatoric and epistemic uncertainty: a case study with deep learning-based paraspinal muscle segmentation eess.IV · 2023 · author #2
  32. Towards multi-modal anatomical landmark detection for ultrasound-guided brain tumor resection with contrastive learning cs.CV · 2023 · author #3
  33. FocalErrorNet: Uncertainty-aware focal modulation network for inter-modal registration error estimation in ultrasound-guided neurosurgery eess.IV · 2023 · author #3
  34. Deep Ultrasound Denoising Using Diffusion Probabilistic Models eess.IV · 2023 · author #4
  35. Exploiting Mechanics-Based Priors for Lateral Displacement Estimation in Ultrasound Elastography eess.IV · 2023 · author #3
  36. Phase Aberration Correction without Reference Data: An Adaptive Mixed Loss Deep Learning Approach eess.IV · 2023 · author #3
  37. A deep learning approach for patchless estimation of ultrasound quantitative parametric image with uncertainty measurement eess.SP · 2023 · author #4
  38. Lateral Strain Imaging using Self-supervised and Physically Inspired Constraints in Unsupervised Regularized Elastography eess.IV · 2022 · author #3
  39. Homodyned K-distribution: parameter estimation and uncertainty quantification using Bayesian neural networks eess.SP · 2022 · author #3
  40. Infusing known operators in convolutional neural networks for lateral strain imaging in ultrasound elastography eess.IV · 2022 · author #2
  41. Transformer-Based Microbubble Localization eess.IV · 2022 · author #3
  42. Analytic Optimization-Based Microbubble Tracking in Ultrasound Super-Resolution Microscopy eess.IV · 2022 · author #3
  43. DiffeoRaptor: Diffeomorphic Inter-modal Image Registration using RaPTOR eess.IV · 2022 · author #2
  44. Physics-Inspired Regularized Pulse-Echo Quantitative Ultrasound: Efficient Optimization with ADMM eess.SP · 2022 · author #5
  45. RESECT-SEG: Open access annotations of intra-operative brain tumor ultrasound images physics.med-ph · 2022 · author #7
  46. Inverse Problem of Ultrasound Beamforming with Denoising-Based Regularized Solutions eess.IV · 2022 · author #3
  47. Deep Estimation of Speckle Statistics Parametric Images eess.IV · 2022 · author #3
  48. Physically Inspired Constraint for Unsupervised Regularized Ultrasound Elastography eess.IV · 2022 · author #2
  49. Incorporating Gradient Similarity for Robust Time Delay Estimation in Ultrasound Elastography eess.IV · 2022 · author #3
  50. Bi-Directional Semi-Supervised Training of Convolutional Neural Networks for Ultrasound Elastography Displacement Estimation eess.IV · 2022 · author #4
  51. Robust Scatterer Number Density Segmentation of Ultrasound Images eess.IV · 2022 · author #3
  52. Ultrasound Strain Imaging using ADMM eess.IV · 2022 · author #2
  53. Deep Ultrasound Denoising Without Clean Data eess.IV · 2022 · author #2
  54. Second-Order Ultrasound Elastography with L1-norm Spatial Regularization eess.IV · 2022 · author #2
  55. A Unifying Approach to Inverse Problems of Ultrasound Beamforming and Deconvolution eess.IV · 2021 · author #3
  56. Vision Transformer for Classification of Breast Ultrasound Images cs.CV · 2021 · author #2
  57. Fast Strain Estimation and Frame Selection in Ultrasound Elastography using Machine Learning eess.IV · 2021 · author #2
  58. Plane-Wave Ultrasound Beamforming: A Deep Learning Approach eess.IV · 2021 · author #2
  59. Ultrasound Domain Adaptation Using Frequency Domain Analysis eess.IV · 2021 · author #4
  60. An Ultra-Fast Method for Simulation of Realistic Ultrasound Images eess.IV · 2021 · author #3
  61. Estimation of the Scatterer Size Distributions in Quantitative Ultrasound Using Constrained Optimization eess.SP · 2021 · author #4
  62. Automatic 3D Ultrasound Segmentation of Uterus Using Deep Learning eess.IV · 2021 · author #2
  63. Explainable AI and susceptibility to adversarial attacks: a case study in classification of breast ultrasound images eess.IV · 2021 · author #2
  64. Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image Segmentation eess.IV · 2021 · author #3
  65. Common Limitations of Image Processing Metrics: A Picture Story eess.IV · 2021 · author #74
  66. Fast and Robust Localization of Surgical Array using Kalman Filter cs.RO · 2020 · author #5
  67. Virtual Source Synthetic Aperture for Accurate Lateral Displacement Estimation in Ultrasound Elastography eess.IV · 2020 · author #3
  68. Ultrasound Scatterer Density Classification Using Convolutional Neural Networks by Exploiting Patch Statistics eess.IV · 2020 · author #5
  69. Plane-Wave Ultrasound Beamforming Through Independent Component Analysis eess.IV · 2020 · author #3
  70. Semi-Supervised Training of Optical Flow Convolutional Neural Networks in Ultrasound Elastography eess.IV · 2020 · author #3
  71. Fine tuning U-Net for ultrasound image segmentation: which layers? eess.IV · 2020 · author #3
  72. Automatic Frame Selection using CNN in Ultrasound Elastography eess.IV · 2020 · author #3
  73. Breast lesion segmentation in ultrasound images with limited annotated data eess.IV · 2020 · author #4
  74. Automatic Frame Selection Using MLP Neural Network in Ultrasound Elastography eess.IV · 2019 · author #2
  75. Fast Approximate Time-Delay Estimation in Ultrasound Elastography Using Principal Component Analysis eess.IV · 2019 · author #2
  76. Ultrasound segmentation using U-Net: learning from simulated data and testing on real data eess.IV · 2019 · author #2
  77. Evaluation of MRI to ultrasound registration methods for brain shift correction: The CuRIOUS2018 Challenge eess.IV · 2019 · author #2
  78. Global Ultrasound Elastography Using Convolutional Neural Network eess.IV · 2018 · author #2

Mentions

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Frequent Coauthors