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Daniel Rueckert

Identifiers

  • name variant Daniel Rueckert 0.60 · backfill

Papers (91)

  1. GRASP: Gated Regression-Aware Skill Proposer for Self-Improving LLM Agents cs.AI · 2026 · author #5
  2. Cross-Modal Contrastive Learning of ECG and Angiography Representations for Severe Stenosis Classification cs.LG · 2026 · author #7
  3. DDX-TRACE: A Benchmark for Medical Diagnostic Trajectories in VLMs cs.CV · 2026 · author #9
  4. Multimodal Graph-based Classification of Esophageal Motility Disorders cs.LG · 2026 · author #3
  5. RealICU: Do LLM Agents Understand Long-Context ICU Data? A Benchmark Beyond Behavior Imitation cs.AI · 2026 · author #9
  6. Inpainting physics: self-supervised learning for context-driven fluid simulation cs.LG · 2026 · author #3
  7. What Cohort INRs Encode and Where to Freeze Them cs.LG · 2026 · author #5
  8. One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation cs.CV · 2026 · author #7
  9. Agentic clinical reasoning over longitudinal myeloma records: a retrospective evaluation against expert consensus cs.AI · 2026 · author #22
  10. How Much Is One Recurrence Worth? Iso-Depth Scaling Laws for Looped Language Models cs.LG · 2026 · author #2
  11. Weighting What Matters: Boosting Sample Efficiency in Medical Report Generation via Token Reweighting cs.CL · 2026 · author #2
  12. Agentic Large Language Models for Training-Free Neuro-Radiological Image Analysis cs.CV · 2026 · author #5
  13. Evo-MedAgent: Beyond One-Shot Diagnosis with Agents That Remember, Reflect, and Improve cs.AI · 2026 · author #7
  14. Evaluating the Impact of Medical Image Reconstruction on Downstream AI Fairness and Performance cs.CV · 2026 · author #3
  15. Survival In-Context: Amortized Bayesian Survival Analysis via Prior-Fitted Networks cs.LG · 2026 · author #5
  16. MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows cs.CV · 2026 · author #14
  17. Towards a Unified Theoretical Framework for Splitting-based Self-Supervised MRI Reconstruction eess.IV · 2026 · author #3
  18. Enabling Ultra-Fast Cardiovascular Imaging Across Heterogeneous Clinical Environments with A Generalist Foundation Model and Multimodal Database eess.IV · 2025 · author #49
  19. Optimizing Rank for High-Fidelity Implicit Neural Representations cs.CV · 2025 · author #8
  20. Hide-and-Seek Attribution: Weakly Supervised Segmentation of Vertebral Metastases in CT cs.CV · 2025 · author #11
  21. Efficient numeracy in language models through single-token number embeddings cs.LG · 2025 · author #5
  22. On the notion of missingness for path attribution explainability methods in medical settings: Guiding the selection of medically meaningful baselines cs.LG · 2025 · author #3
  23. k-t NEXT: Dynamic MR Image Reconstruction Exploiting Spatio-temporal Correlations eess.IV · 2019 · author #7
  24. VS-Net: Variable splitting network for accelerated parallel MRI reconstruction eess.IV · 2019 · author #10
  25. Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction cs.CV · 2019 · author #9
  26. Multiple Landmark Detection using Multi-Agent Reinforcement Learning cs.CV · 2019 · author #4
  27. Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space eess.IV · 2019 · author #8
  28. Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes cs.LG · 2019 · author #5
  29. Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations cs.CV · 2019 · author #5
  30. 3D High-Resolution Cardiac Segmentation Reconstruction from 2D Views using Conditional Variational Autoencoders cs.CV · 2019 · author #7
  31. Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review cs.CV · 2018 · author #5
  32. GANsfer Learning: Combining labelled and unlabelled data for GAN based data augmentation cs.CV · 2018 · author #4
  33. Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging cs.CV · 2018 · author #12
  34. A generic framework for privacy preserving deep learning cs.LG · 2018 · author #6
  35. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge cs.CV · 2018 · author #296
  36. Multi-Task Learning for Left Atrial Segmentation on GE-MRI cs.CV · 2018 · author #3
  37. Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning cs.CV · 2018 · author #9
  38. GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks cs.CV · 2018 · author #10
  39. Deep learning cardiac motion analysis for human survival prediction cs.LG · 2018 · author #10
  40. A Comprehensive Approach for Learning-based Fully-Automated Inter-slice Motion Correction for Short-Axis Cine Cardiac MR Image Stacks cs.CV · 2018 · author #10
  41. Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach cs.CV · 2018 · author #10
  42. Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images cs.CV · 2018 · author #7
  43. Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection cs.CV · 2018 · author #7
  44. Recurrent neural networks for aortic image sequence segmentation with sparse annotations cs.CV · 2018 · author #7
  45. Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes cs.CV · 2018 · author #6
  46. Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension cs.CV · 2018 · author #9
  47. EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers cs.CV · 2018 · author #12
  48. Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling cs.CV · 2018 · author #12
  49. Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction cs.CV · 2018 · author #11
  50. Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network cs.CV · 2018 · author #11
  51. Fast Multiple Landmark Localisation Using a Patch-based Iterative Network cs.CV · 2018 · author #10
  52. Real-time Prediction of Segmentation Quality cs.CV · 2018 · author #19
  53. NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation Pipelines cs.CV · 2018 · author #3
  54. Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences cs.CV · 2018 · author #7
  55. Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents cs.CV · 2018 · author #14
  56. 3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation cs.CV · 2018 · author #8
  57. Semi-Supervised Learning via Compact Latent Space Clustering cs.LG · 2018 · author #6
  58. Graph Saliency Maps through Spectral Convolutional Networks: Application to Sex Classification with Brain Connectivity cs.CV · 2018 · author #4
  59. Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's Disease stat.ML · 2018 · author #7
  60. Domain Adaptation for MRI Organ Segmentation using Reverse Classification Accuracy cs.CV · 2018 · author #7
  61. Stochastic Deep Compressive Sensing for the Reconstruction of Diffusion Tensor Cardiac MRI cs.CV · 2018 · author #12
  62. Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry cs.CV · 2018 · author #8
  63. Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks cs.CV · 2018 · author #12
  64. Attention-Gated Networks for Improving Ultrasound Scan Plane Detection cs.CV · 2018 · author #8
  65. Attention U-Net: Learning Where to Look for the Pancreas cs.CV · 2018 · author #12
  66. Learning-Based Quality Control for Cardiac MR Images cs.CV · 2018 · author #12
  67. Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction cs.CV · 2017 · author #6
  68. DLTK: State of the Art Reference Implementations for Deep Learning on Medical Images cs.CV · 2017 · author #5
  69. Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation cs.CV · 2017 · author #10
  70. Automated cardiovascular magnetic resonance image analysis with fully convolutional networks cs.CV · 2017 · author #23
  71. 3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily Oriented 2D Images cs.CV · 2017 · author #8
  72. Is human face processing a feature- or pattern-based task? Evidence using a unified computational method driven by eye movements cs.CV · 2017 · author #5
  73. Employing Weak Annotations for Medical Image Analysis Problems cs.CV · 2017 · author #7
  74. Three-dimensional Cardiovascular Imaging-Genetics: A Mass Univariate Framework stat.AP · 2017 · author #12
  75. Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation cs.CV · 2017 · author #13
  76. A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction cs.CV · 2017 · author #5
  77. Exploring Heritability of Functional Brain Networks with Inexact Graph Matching q-bio.NC · 2017 · author #4
  78. Spectral Graph Convolutions for Population-based Disease Prediction stat.ML · 2017 · author #7
  79. Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks cs.CV · 2017 · author #7
  80. A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction cs.CV · 2017 · author #5
  81. Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion cs.CV · 2017 · author #7
  82. Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth cs.CV · 2017 · author #7
  83. Unsupervised domain adaptation in brain lesion segmentation with adversarial networks cs.CV · 2016 · author #10
  84. SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound cs.CV · 2016 · author #8
  85. PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI cs.CV · 2016 · author #11
  86. Comparison of Brain Networks with Unknown Correspondences q-bio.NC · 2016 · author #4
  87. Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network cs.CV · 2016 · author #7
  88. Learning under Distributed Weak Supervision cs.CV · 2016 · author #10
  89. DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks cs.CV · 2016 · author #11
  90. Multi-Atlas Segmentation using Partially Annotated Data: Methods and Annotation Strategies cs.CV · 2016 · author #8
  91. Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation cs.CV · 2016 · author #7

Mentions

  • 2606.02605 #7 · arxiv_oai · confidence 0.70 Daniel Rueckert
  • 2512.14366 #8 · arxiv_oai · confidence 0.70 Daniel Rueckert
  • 2605.29668 #5 · arxiv_oai · confidence 0.70 Daniel Rueckert
  • 2605.08832 #3 · arxiv_oai · confidence 0.70 Daniel Rueckert
  • 2605.23629 #9 · arxiv_oai · confidence 0.70 Daniel Rueckert
  • 2510.06824 #5 · arxiv_oai · confidence 0.70 Daniel Rueckert

Frequent Coauthors