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Wenjia Bai

Identifiers

  • name variant Wenjia Bai 0.60 · backfill

Papers (63)

  1. CPAgents: Agentic Composite Phenotype Generation for Cardiac Disease Association cs.LG · 2026 · author #6
  2. Cardiac Mesh Flow: One-Step Generation of 3D+t Cardiac Four-Chamber Meshes via Flow Matching eess.IV · 2026 · author #6
  3. Dynamic Decision Learning: Test-Time Evolution for Abnormality Grounding in Rare Diseases cs.CL · 2026 · author #5
  4. Enabling Ultra-Fast Cardiovascular Imaging Across Heterogeneous Clinical Environments with A Generalist Foundation Model and Multimodal Database eess.IV · 2025 · author #46
  5. T1/T2 relaxation temporal modelling from accelerated acquisitions using a Latent Transformer eess.SP · 2023 · author #4
  6. DeepMesh: Mesh-based Cardiac Motion Tracking using Deep Learning eess.IV · 2023 · author #2
  7. CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction cs.CV · 2023 · author #24
  8. LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation eess.IV · 2023 · author #6
  9. Hierarchical Uncertainty Estimation for Medical Image Segmentation Networks eess.IV · 2023 · author #2
  10. M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization cs.CV · 2023 · author #7
  11. The Extreme Cardiac MRI Analysis Challenge under Respiratory Motion (CMRxMotion) eess.IV · 2022 · author #15
  12. Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning eess.IV · 2022 · author #2
  13. Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data eess.IV · 2022 · author #9
  14. Improved post-hoc probability calibration for out-of-domain MRI segmentation cs.CV · 2022 · author #5
  15. Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images eess.IV · 2022 · author #4
  16. MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI eess.IV · 2022 · author #3
  17. Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior eess.IV · 2022 · author #4
  18. MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation eess.IV · 2022 · author #5
  19. Suggestive Annotation of Brain MR Images with Gradient-guided Sampling cs.CV · 2022 · author #6
  20. Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images eess.IV · 2022 · author #4
  21. QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results eess.IV · 2021 · author #27
  22. Causality-inspired Single-source Domain Generalization for Medical Image Segmentation cs.CV · 2021 · author #6
  23. DeepMCAT: Large-Scale Deep Clustering for Medical Image Categorization eess.IV · 2021 · author #2
  24. Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation eess.IV · 2021 · author #9
  25. Joint Semi-supervised 3D Super-Resolution and Segmentation with Mixed Adversarial Gaussian Domain Adaptation eess.IV · 2021 · author #3
  26. Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation eess.IV · 2021 · author #9
  27. Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation cs.CV · 2021 · author #5
  28. A General Framework for Revealing Human Mind with auto-encoding GANs q-bio.NC · 2021 · author #5
  29. Suggestive Annotation of Brain Tumour Images with Gradient-guided Sampling cs.CV · 2020 · author #7
  30. Deep Generative Model-based Quality Control for Cardiac MRI Segmentation eess.IV · 2020 · author #10
  31. Realistic Adversarial Data Augmentation for MR Image Segmentation eess.IV · 2020 · author #8
  32. Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI eess.IV · 2020 · author #5
  33. A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging cs.CV · 2020 · author #20
  34. Efficient Deep Representation Learning by Adaptive Latent Space Sampling cs.CV · 2020 · author #6
  35. Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction eess.IV · 2019 · author #6
  36. Deep learning for cardiac image segmentation: A review eess.IV · 2019 · author #6
  37. Transfer Learning from Partial Annotations for Whole Brain Segmentation eess.IV · 2019 · author #5
  38. Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image eess.IV · 2019 · author #2
  39. Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation eess.IV · 2019 · author #6
  40. Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images eess.IV · 2019 · author #5
  41. VS-Net: Variable splitting network for accelerated parallel MRI reconstruction eess.IV · 2019 · author #5
  42. Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction cs.CV · 2019 · author #1
  43. Improving the generalizability of convolutional neural network-based segmentation on CMR images eess.IV · 2019 · author #2
  44. Explainable Anatomical Shape Analysis through Deep Hierarchical Generative Models eess.IV · 2019 · author #4
  45. Multi-Task Learning for Left Atrial Segmentation on GE-MRI cs.CV · 2018 · author #2
  46. A Comprehensive Approach for Learning-based Fully-Automated Inter-slice Motion Correction for Short-Axis Cine Cardiac MR Image Stacks cs.CV · 2018 · author #4
  47. Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach cs.CV · 2018 · author #4
  48. Recurrent neural networks for aortic image sequence segmentation with sparse annotations cs.CV · 2018 · author #1
  49. Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension cs.CV · 2018 · author #3
  50. Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling cs.CV · 2018 · author #4
  51. Real-time Prediction of Segmentation Quality cs.CV · 2018 · author #3
  52. Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences cs.CV · 2018 · author #2
  53. Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents cs.CV · 2018 · author #6
  54. Domain Adaptation for MRI Organ Segmentation using Reverse Classification Accuracy cs.CV · 2018 · author #3
  55. Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks cs.CV · 2018 · author #4
  56. Learning-Based Quality Control for Cardiac MR Images cs.CV · 2018 · author #3
  57. Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation cs.CV · 2017 · author #2
  58. Automated cardiovascular magnetic resonance image analysis with fully convolutional networks cs.CV · 2017 · author #1
  59. Three-dimensional Cardiovascular Imaging-Genetics: A Mass Univariate Framework stat.AP · 2017 · author #6
  60. Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation cs.CV · 2017 · author #5
  61. Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth cs.CV · 2017 · author #3
  62. DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks cs.CV · 2016 · author #6
  63. Multi-Atlas Segmentation using Partially Annotated Data: Methods and Annotation Strategies cs.CV · 2016 · author #3

Mentions

  • 2309.16853 #4 · arxiv_oai · confidence 0.70 Wenjia Bai
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  • 1907.02757 #1 · arxiv_oai · confidence 0.70 Wenjia Bai
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Frequent Coauthors