Sébastien Ourselin
Orcid: 0000-0002-5694-5340
According to our database1,
Sébastien Ourselin
authored at least 572 papers
between 2000 and 2025.
Collaborative distances:
Collaborative distances:
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Online presence:
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on zbmath.org
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on orkg.org
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on orcid.org
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on id.loc.gov
On csauthors.net:
Bibliography
2025
Medical Image Anal., 2025
2024
A Dempster-Shafer Approach to Trustworthy AI With Application to Fetal Brain MRI Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024
Multi-source multi-modal markers for Bayesian Networks: Application to the extremely preterm born brain.
Medical Image Anal., February, 2024
Medical Image Anal., February, 2024
CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning From Sporadic Temporal Data.
IEEE Trans. Neural Networks Learn. Syst., January, 2024
DaFoEs: Mixing Datasets Towards the Generalization of Vision-State Deep-Learning Force Estimation in Minimally Invasive Robotic Surgery.
IEEE Robotics Autom. Lett., 2024
Nat. Mac. Intell., 2024
Medical Image Anal., 2024
Deep learning for automatic segmentation of vestibular schwannoma: a retrospective study from multi-center routine MRI.
Frontiers Comput. Neurosci., 2024
SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline Inference.
CoRR, 2024
EndoOmni: Zero-Shot Cross-Dataset Depth Estimation in Endoscopy by Robust Self-Learning from Noisy Labels.
CoRR, 2024
R-Trans - A Recurrent Transformer Model for Clinical Feedback in Surgical Skill Assessment.
CoRR, 2024
CoRR, 2024
Self-supervised Brain Lesion Generation for Effective Data Augmentation of Medical Images.
CoRR, 2024
Artificial Intelligence in the Autonomous Navigation of Endovascular Interventions: A Systematic Review.
CoRR, 2024
CoRR, 2024
Framework to generate perfusion map from CT and CTA images in patients with acute ischemic stroke: A longitudinal and cross-sectional study.
CoRR, 2024
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge.
CoRR, 2024
RetiGen: A Framework for Generalized Retinal Diagnosis Using Multi-View Fundus Images.
CoRR, 2024
Rethinking Low-quality Optical Flow in Unsupervised Surgical Instrument Segmentation.
CoRR, 2024
CoRR, 2024
DD-VNB: A Depth-based Dual-Loop Framework for Real-time Visually Navigated Bronchoscopy.
CoRR, 2024
ArcSin: Adaptive ranged cosine Similarity injected noise for Language-Driven Visual Tasks.
CoRR, 2024
SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge.
CoRR, 2024
Comput. Methods Programs Biomed., 2024
DDSB: An Unsupervised and Training-Free Method for Phase Detection in Echocardiography.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024
Label Merge-and-Split: A Graph-Colouring Approach for Memory-Efficient Brain Parcellation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Simulation and Synthesis in Medical Imaging, 2024
Blood Harmonisation of Endoscopic Transsphenoidal Surgical Video Frames on Phantom Models.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
UPL-SFDA: Uncertainty-Aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation.
IEEE Trans. Medical Imaging, December, 2023
Medical Image Anal., December, 2023
Int. J. Comput. Assist. Radiol. Surg., September, 2023
TISS-net: Brain tumor image synthesis and segmentation using cascaded dual-task networks and error-prediction consistency.
Neurocomputing, August, 2023
Hyperspectral image segmentation: a preliminary study on the Oral and Dental Spectral Image Database (ODSI-DB).
Comput. methods Biomech. Biomed. Eng. Imaging Vis., July, 2023
Rapid and robust endoscopic content area estimation: a lean GPU-based pipeline and curated benchmark dataset.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., July, 2023
Neuroinformatics, April, 2023
IEEE Robotics Autom. Lett., 2023
Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models.
Medical Image Anal., 2023
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation.
Medical Image Anal., 2023
CoRR, 2023
Benchmarking Collaborative Learning Methods Cost-Effectiveness for Prostate Segmentation.
CoRR, 2023
UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation.
CoRR, 2023
ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation to Improve Segmentation Performance.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
InterSynth: A Semi-Synthetic Framework for Benchmarking Prescriptive Inference from Observational Data.
Proceedings of the Machine Learning for Multimodal Healthcare Data, 2023
An Automated Pipeline for Quantitative T2* Fetal Body MRI and Segmentation at Low Field.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023
Unified Brain MR-Ultrasound Synthesis Using Multi-modal Hierarchical Representations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2023
Unsupervised Heteromodal Physics-Informed Representation of MRI Data: Tackling Data Harmonisation, Imputation and Domain Shift.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023
Self-Supervised Anomaly Detection from Anomalous Training Data via Iterative Latent Token Masking.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
SKiT: a Fast Key Information Video Transformer for Online Surgical Phase Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Software tool for visualization of a probabilistic map of the epileptogenic zone from seizure semiologies.
Frontiers Neuroinformatics, August, 2022
Sensors, 2022
Motion correction and volumetric reconstruction for fetal functional magnetic resonance imaging data.
NeuroImage, 2022
Medical Image Anal., 2022
Medical Image Anal., 2022
Frontiers Robotics AI, 2022
CoRR, 2022
CoRR, 2022
PIPPI2021: An Approach to Automated Diagnosis and Texture Analysis of the Fetal Liver & Placenta in Fetal Growth Restriction.
CoRR, 2022
CoRR, 2022
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation.
CoRR, 2022
Deep learning approach for hyperspectral image demosaicking, spectral correction and high-resolution RGB reconstruction.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022
Deep homography estimation in dynamic surgical scenes for laparoscopic camera motion extraction.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022
Surgical biomicroscopy-guided intra-operative optical coherence tomography (iOCT) image super-resolution.
Int. J. Comput. Assist. Radiol. Surg., 2022
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Proceedings of the Simulation and Synthesis in Medical Imaging, 2022
Proceedings of the Deep Generative Models - Second MICCAI Workshop, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Cross Attention Transformers for Multi-modal Unsupervised Whole-Body PET Anomaly Detection.
Proceedings of the Deep Generative Models - Second MICCAI Workshop, 2022
Intra-operative OCT (iOCT) Super Resolution: A Two-Stage Methodology Leveraging High Quality Pre-operative OCT Scans.
Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022
Proceedings of the Simulation and Synthesis in Medical Imaging, 2022
Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022
2021
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Medical Imaging, 2021
NeuroImage, 2021
NeuroImage, 2021
Neuropsychiatric disease classification using functional connectomics - results of the connectomics in neuroimaging transfer learning challenge.
Medical Image Anal., 2021
Computer-aided diagnosis of prostate cancer using multiparametric MRI and clinical features: A patient-level classification framework.
Medical Image Anal., 2021
MIDeepSeg: Minimally interactive segmentation of unseen objects from medical images using deep learning.
Medical Image Anal., 2021
Improving statistical power of glaucoma clinical trials using an ensemble of cyclical generative adversarial networks.
Medical Image Anal., 2021
Medical Image Anal., 2021
Learning joint segmentation of tissues and brain lesions from task-specific hetero-modal domain-shifted datasets.
Medical Image Anal., 2021
Machine Learning for Localizing Epileptogenic-Zone in the Temporal Lobe: Quantifying the Value of Multimodal Clinical-Semiology and Imaging Concordance.
Frontiers Digit. Health, 2021
CoRR, 2021
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning.
Comput. Methods Programs Biomed., 2021
Enhancing the estimation of fiber orientation distributions using convolutional neural networks.
Comput. Biol. Medicine, 2021
Integrated multi-modality image-guided navigation for neurosurgery: open-source software platform using state-of-the-art clinical hardware.
Int. J. Comput. Assist. Radiol. Surg., 2021
A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections.
Int. J. Comput. Assist. Radiol. Surg., 2021
A generative model of hyperelastic strain energy density functions for multiple tissue brain deformation.
Int. J. Comput. Assist. Radiol. Surg., 2021
Patient-specific prediction of SEEG electrode bending for stereotactic neurosurgical planning.
Int. J. Comput. Assist. Radiol. Surg., 2021
Lesion-wise evaluation for effective performance monitoring of small object segmentation.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021
Transfer Learning of Deep Spatiotemporal Networks to Model Arbitrarily Long Videos of Seizures.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021
Intra-operative OCT (iOCT) Image Quality Enhancement: A Super-Resolution Approach Using High Quality iOCT 3D Scans.
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021
Label-Set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
The Role of MRI Physics in Brain Segmentation CNNs: Achieving Acquisition Invariance and Instructive Uncertainties.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2021
Homography-based Visual Servoing with Remote Center of Motion for Semi-autonomous Robotic Endoscope Manipulation.
Proceedings of the International Symposium on Medical Robotics, 2021
Generalized Wasserstein Dice Loss, Test-Time Augmentation, and Transformers for the BraTS 2021 Challenge.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021
2020
A k-Space Model of Movement Artefacts: Application to Segmentation Augmentation and Artefact Removal.
IEEE Trans. Medical Imaging, 2020
Neurosense: deep sensing of full or near-full coverage head/brain scans in human magnetic resonance imaging.
Neuroinformatics, 2020
Generalised boundary shift integral for longitudinal assessment of spinal cord atrophy.
NeuroImage, 2020
Substantially thinner internal granular layer and reduced molecular layer surface in the cerebellar cortex of the Tc1 mouse model of down syndrome - a comprehensive morphometric analysis with active staining contrast-enhanced MRI.
NeuroImage, 2020
An automated framework for localization, segmentation and super-resolution reconstruction of fetal brain MRI.
NeuroImage, 2020
Int. J. Comput. Vis., 2020
Active Annotation of Informative Overlapping Frames in Video Mosaicking Applications.
CoRR, 2020
Accessible Data Curation and Analytics for International-Scale Citizen Science Datasets.
CoRR, 2020
Using convolution neural networks to learn enhanced fiber orientation distribution models from commercially available diffusion magnetic resonance imaging.
CoRR, 2020
Neuropsychiatric Disease Classification Using Functional Connectomics - Results of the Connectomics in NeuroImaging Transfer Learning Challenge.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Automated postoperative muscle assessment of hip arthroplasty patients using multimodal imaging joint segmentation.
Comput. Methods Programs Biomed., 2020
Manual segmentation versus semi-automated segmentation for quantifying vestibular schwannoma volume on MRI.
Int. J. Comput. Assist. Radiol. Surg., 2020
Intrapapillary capillary loop classification in magnification endoscopy: open dataset and baseline methodology.
Int. J. Comput. Assist. Radiol. Surg., 2020
Int. J. Comput. Assist. Radiol. Surg., 2020
FetNet: a recurrent convolutional network for occlusion identification in fetoscopic videos.
Int. J. Comput. Assist. Radiol. Surg., 2020
Towards Automated Spine Mobility Quantification: A Locally Rigid CT to X-ray Registration Framework.
Proceedings of the Biomedical Image Registration - 9th International Workshop, 2020
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020
Automated Labelling using an Attention model for Radiology reports of MRI scans (ALARM).
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020
Labelling Imaging Datasets on the Basis of Neuroradiology Reports: A Validation Study.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020
Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Simulation of Brain Resection for Cavity Segmentation Using Self-supervised and Semi-supervised Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Simulation and Synthesis in Medical Imaging, 2020
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Decision fusion of 3D convolutional neural networks to triage patients with suspected prostate cancer using volumetric biparametric MRI.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Combining Multimodal Information for Metal Artefact Reduction: An Unsupervised Deep Learning Framework.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Towards Uncertainty Quantification for Electrode Bending Prediction in Stereotactic Neurosurgery.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for Brain Tumor Segmentation: BraTS 2020 Challenge.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020
Active Handheld Flexible Fetoscope-Design and Control Based on a Modified Generalized Prandtl-Ishlinski Model.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2020
Proceedings of the 8th International Conference on 3D Vision, 2020
2019
IEEE Trans. Medical Imaging, 2019
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.
IEEE Trans. Medical Imaging, 2019
Evaluation of Haptic Feedback on Bimanually Teleoperated Laparoscopy for Endometriosis Surgery.
IEEE Trans. Biomed. Eng., 2019
IEEE Trans. Pattern Anal. Mach. Intell., 2019
Author Correction: High-dimensional detection of imaging response to treatment in multiple sclerosis.
npj Digit. Medicine, 2019
npj Digit. Medicine, 2019
Probabilistic disease progression modeling to characterize diagnostic uncertainty: Application to staging and prediction in Alzheimer's disease.
NeuroImage, 2019
Training recurrent neural networks robust to incomplete data: Application to Alzheimer's disease progression modeling.
Medical Image Anal., 2019
Medical Image Anal., 2019
Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks.
Neurocomputing, 2019
Frontiers Robotics AI, 2019
Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation.
Frontiers Comput. Neurosci., 2019
Automatic Segmentation of Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss.
CoRR, 2019
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge.
CoRR, 2019
Interactive virtual 3D models of renal cancer patient anatomies alter partial nephrectomy surgical planning decisions and increase surgeon confidence compared to volume-rendered images.
Int. J. Comput. Assist. Radiol. Surg., 2019
Proceedings of the Medical Imaging 2019: Image Processing, 2019
3D multirater RCNN for multimodal multiclass detection and characterisation of extremely small objects.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019
MRI k-Space Motion Artefact Augmentation: Model Robustness and Task-Specific Uncertainty.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019
Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019
Automatic Segmentation of Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019
Proceedings of the OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging, 2019
Multi-domain Adaptation in Brain MRI Through Paired Consistency and Adversarial Learning.
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019
Proceedings of the Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting, 2019
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
Enhancing OCT Signal by Fusion of GANs: Improving Statistical Power of Glaucoma Clinical Trials.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Improved MR to CT Synthesis for PET/MR Attenuation Correction Using Imitation Learning.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Connectomics in NeuroImaging - Third International Workshop, 2019
A Generative Model of Hyperelastic Strain Energy Density Functions for Real-Time Simulation of Brain Tissue Deformation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Landmark-Based Evaluation of a Block-Matching Registration Framework on the RESECT Pre- and Intra-operative Brain Image Data Set.
Proceedings of the Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention, 2019
Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Simulation and Synthesis in Medical Imaging, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
A Framework For Memory Performance Prediction From Brain Volume In Preterm-Born Adolescents.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Robotic Control of a Multi-Modal Rigid Endoscope Combining Optical Imaging with All-Optical Ultrasound.
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Design and Shared Control of a Flexible Endoscope with Autonomous Distal Tip Alignment.
Proceedings of the 19th International Conference on Advanced Robotics, 2019
2018
Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning.
IEEE Trans. Medical Imaging, 2018
IEEE Trans. Medical Imaging, 2018
IEEE Trans. Medical Imaging, 2018
3-D Pose Estimation of Articulated Instruments in Robotic Minimally Invasive Surgery.
IEEE Trans. Medical Imaging, 2018
Handheld Real-Time LED-Based Photoacoustic and Ultrasound Imaging System for Accurate Visualization of Clinical Metal Needles and Superficial Vasculature to Guide Minimally Invasive Procedures.
Sensors, 2018
Relative Pose Estimation From Image Correspondences Under a Remote Center of Motion Constraint.
IEEE Robotics Autom. Lett., 2018
From a Disposable Ureteroscope to an Active Lightweight Fetoscope - Characterization and Usability Evaluation.
IEEE Robotics Autom. Lett., 2018
Susceptibility of brain atrophy to <i>TRIB3</i> in Alzheimer's disease, evidence from functional prioritization in imaging genetics.
Proc. Natl. Acad. Sci. USA, 2018
NiftyPET: a High-throughput Software Platform for High Quantitative Accuracy and Precision PET Imaging and Analysis.
Neuroinformatics, 2018
Volumetric reconstruction from printed films: Enabling 30 year longitudinal analysis in MR neuroimaging.
NeuroImage, 2018
Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections.
Medical Image Anal., 2018
Medical Image Anal., 2018
Haptic Guidance Based on All-Optical Ultrasound Distance Sensing for Safer Minimally Invasive Fetal Surgery.
J. Medical Robotics Res., 2018
Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs.
CoRR, 2018
Robust training of recurrent neural networks to handle missing data for disease progression modeling.
CoRR, 2018
CoRR, 2018
Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery.
CoRR, 2018
Interpretable Fully Convolutional Classification of Intrapapillary Capillary Loops for Real-Time Detection of Early Squamous Neoplasia.
CoRR, 2018
Comput. Methods Programs Biomed., 2018
Towards computer-assisted TTTS: Laser ablation detection for workflow segmentation from fetoscopic video.
Int. J. Comput. Assist. Radiol. Surg., 2018
In vivo estimation of target registration errors during augmented reality laparoscopic surgery.
Int. J. Comput. Assist. Radiol. Surg., 2018
Retrieval and registration of long-range overlapping frames for scalable mosaicking of in vivo fetoscopy.
Int. J. Comput. Assist. Radiol. Surg., 2018
A mixed-reality surgical trainer with comprehensive sensing for fetal laser minimally invasive surgery.
Int. J. Comput. Assist. Radiol. Surg., 2018
Automatic segmentation of stereoelectroencephalography (SEEG) electrodes post-implantation considering bending.
Int. J. Comput. Assist. Radiol. Surg., 2018
An Adaptive Sampling Scheme to Efficiently Train Fully Convolutional Networks for Semantic Segmentation.
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018
Proceedings of the Medical Imaging 2018: Image Processing, 2018
A log-Euclidean and total variation based variational framework for computational sonography.
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Technical note: probabilistic visual and electromagnetic data fusion for robust drift-free sequential mosaicking. Application to fetoscopy.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018
Automatic Brain Tumor Segmentation Using Convolutional Neural Networks with Test-Time Augmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018
Thalamic Nuclei Segmentation Using Tractography, Population-Specific Priors and Local Fibre Orientation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
A Machine Learning Approach to Predict Instrument Bending in Stereotactic Neurosurgery.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Computational Modelling of Pathogenic Protein Behaviour-Governing Mechanisms in the Brain.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
An Automated Localization, Segmentation and Reconstruction Framework for Fetal Brain MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Towards Safe Deep Learning: Accurately Quantifying Biomarker Uncertainty in Neural Network Predictions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Registration of MRI and iUS Data to Compensate Brain Shift Using a Symmetric Block-Matching Based Approach.
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018
Uncertainty in Multitask Learning: Joint Representations for Probabilistic MR-only Radiotherapy Planning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
MRI Measurement of Placental Perfusion and Fetal Blood Oxygen Saturation in Normal Pregnancy and Placental Insufficiency.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
A Probabilistic Model Combining Deep Learning and Multi-atlas Segmentation for Semi-automated Labelling of Histology.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Deep Convolutional Filtering for Spatio-Temporal Denoising and Artifact Removal in Arterial Spin Labelling MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Gaussian Processes with optimal kernel construction for neuro-degenerative clinical onset prediction.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Requirements Based Design and End-to-End Dynamic Modeling of a Robotic Tool for Vitreoretinal Surgery.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 7th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2018
2017
Direct Parametric Reconstruction With Joint Motion Estimation/Correction for Dynamic Brain PET Data.
IEEE Trans. Medical Imaging, 2017
A Continuum Robot and Control Interface for Surgical Assist in Fetoscopic Interventions.
IEEE Robotics Autom. Lett., 2017
A multi-centre evaluation of eleven clinically feasible brain PET/MRI attenuation correction techniques using a large cohort of patients.
NeuroImage, 2017
Investigating the maturation of microstructure and radial orientation in the preterm human cortex with diffusion MRI.
NeuroImage, 2017
NeuroImage, 2017
Medical Image Anal., 2017
The 19th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2016).
Medical Image Anal., 2017
Comparison of In Vivo and Ex Vivo MRI for the Detection of Structural Abnormalities in a Mouse Model of Tauopathy.
Frontiers Neuroinformatics, 2017
CoRR, 2017
CoRR, 2017
Comput. Methods Programs Biomed., 2017
Automated multiple trajectory planning algorithm for the placement of stereo-electroencephalography (SEEG) electrodes in epilepsy treatment.
Int. J. Comput. Assist. Radiol. Surg., 2017
Anatomy-driven multiple trajectory planning (ADMTP) of intracranial electrodes for epilepsy surgery.
Int. J. Comput. Assist. Radiol. Surg., 2017
Int. J. Comput. Assist. Radiol. Surg., 2017
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017
Ultrasonic Needle Tracking with a Fibre-Optic Ultrasound Transmitter for Guidance of Minimally Invasive Fetal Surgery.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Automatic Brain Tumor Segmentation Using Cascaded Anisotropic Convolutional Neural Networks.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017
Short Acquisition Time PET Quantification Using MRI-Based Pharmacokinetic Parameter Synthesis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2017
Anatomy-Driven Modelling of Spatial Correlation for Regularisation of Arterial Spin Labelling Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation Using Holistic Convolutional Networks.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Individual Analysis of Molecular Brain Imaging Data Through Automatic Identification of Abnormality Patterns.
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017
Body wall force sensor for simulated minimally invasive surgery: Application to fetal surgery.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
Proceedings of the Information Processing in Medical Imaging, 2017
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task.
Proceedings of the Information Processing in Medical Imaging, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
2016
IEEE Trans. Medical Imaging, 2016
Maximum-Likelihood Joint Image Reconstruction/Motion Estimation in Attenuation-Corrected Respiratory Gated PET/CT Using a Single Attenuation Map.
IEEE Trans. Medical Imaging, 2016
Evaluation of Six Registration Methods for the Human Abdomen on Clinically Acquired CT.
IEEE Trans. Biomed. Eng., 2016
NiftyFit: a Software Package for Multi-parametric Model-Fitting of 4D Magnetic Resonance Imaging Data.
Neuroinformatics, 2016
A multi-time-point modality-agnostic patch-based method for lesion filling in multiple sclerosis.
NeuroImage, 2016
Slic-Seg: A minimally interactive segmentation of the placenta from sparse and motion-corrupted fetal MRI in multiple views.
Medical Image Anal., 2016
From computer-assisted intervention research to clinical impact: The need for a holistic approach.
Medical Image Anal., 2016
Int. J. Comput. Assist. Radiol. Surg., 2016
Int. J. Comput. Assist. Radiol. Surg., 2016
Combined 2D and 3D tracking of surgical instruments for minimally invasive and robotic-assisted surgery.
Int. J. Comput. Assist. Radiol. Surg., 2016
Automatic segmentation of 4D cardiac MR images for extraction of ventricular chambers using a spatio-temporal approach.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016
Strengths and Pitfalls of Whole-Heart Atlas-Based Segmentation in Congenital Heart Disease Patients.
Proceedings of the Reconstruction, Segmentation, and Analysis of Medical Images, 2016
3D Ultrasonic Needle Tracking with a 1.5D Transducer Array for Guidance of Fetal Interventions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Dynamically Balanced Online Random Forests for Interactive Scribble-Based Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Efficient Anatomy Driven Automated Multiple Trajectory Planning for Intracranial Electrode Implantation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
ASL-incorporated Pharmacokinetic Modelling of PET Data With Reduced Acquisition Time: Application to Amyloid Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Bilateral Weighted Adaptive Local Similarity Measure for Registration in Neurosurgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Real-Time Segmentation of Non-rigid Surgical Tools Based on Deep Learning and Tracking.
Proceedings of the Computer-Assisted and Robotic Endoscopy - Third International Workshop, 2016
Point-Spread-Function-Aware Slice-to-Volume Registration: Application to Upper Abdominal MRI Super-Resolution.
Proceedings of the Reconstruction, Segmentation, and Analysis of Medical Images, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Spatio-Temporal Shape Analysis of Cross-Sectional Data for Detection of Early Changes in Neurodegenerative Disease.
Proceedings of the Spectral and Shape Analysis in Medical Imaging, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
A Multi-resolution Multi-model Method for Coronary Centerline Extraction Based on Minimal Path.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016
Partial least squares modelling for imaging-genetics in Alzheimer's disease: Plausibility and generalization.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
A Combined EM and Visual Tracking Probabilistic Model for Robust Mosaicking: Application to Fetoscopy.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
2015
IEEE Trans. Medical Imaging, 2015
Bayesian Model Selection for Pathological Neuroimaging Data Applied to White Matter Lesion Segmentation.
IEEE Trans. Medical Imaging, 2015
Geodesic Information Flows: Spatially-Variant Graphs and Their Application to Segmentation and Fusion.
IEEE Trans. Medical Imaging, 2015
NeuroImage, 2015
NeuroImage, 2015
Effects of changing from non-accelerated to accelerated MRI for follow-up in brain atrophy measurement.
NeuroImage, 2015
Longitudinal measurement of the developing grey matter in preterm subjects using multi-modal MRI.
NeuroImage, 2015
Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge.
NeuroImage, 2015
Voxelwise atlas rating for computer assisted diagnosis: Application to congenital heart diseases of the great arteries.
Medical Image Anal., 2015
Medical Image Anal., 2015
Medical Image Anal., 2015
Medical Image Anal., 2015
Stability, structure and scale: improvements in multi-modal vessel extraction for SEEG trajectory planning.
Int. J. Comput. Assist. Radiol. Surg., 2015
Int. J. Comput. Assist. Radiol. Surg., 2015
Int. J. Comput. Assist. Radiol. Surg., 2015
Detection and modelling of contacts in explicit finite-element simulation of soft tissue biomechanics.
Int. J. Comput. Assist. Radiol. Surg., 2015
NiftySim: A GPU-based nonlinear finite element package for simulation of soft tissue biomechanics.
Int. J. Comput. Assist. Radiol. Surg., 2015
The NifTK software platform for image-guided interventions: platform overview and NiftyLink messaging.
Int. J. Comput. Assist. Radiol. Surg., 2015
Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015
Automatic assessment of volume asymmetries applied to hip abductor muscles in patients with hip arthroplasty.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015
Interventional Photoacoustic Imaging of the Human Placenta with Ultrasonic Tracking for Minimally Invasive Fetal Surgeries.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Slic-Seg: Slice-by-Slice Segmentation Propagation of the Placenta in Fetal MRI Using One-Plane Scribbles and Online Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
A Registration Approach to Endoscopic Laser Speckle Contrast Imaging for Intrauterine Visualisation of Placental Vessels.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Measuring Cortical Neurite-Dispersion and Perfusion in Preterm-Born Adolescents Using Multi-modal MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Database-Based Estimation of Liver Deformation under Pneumoperitoneum for Surgical Image-Guidance and Simulation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Robust CT Synthesis for Radiotherapy Planning: Application to the Head and Neck Region.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015
Image Based Surgical Instrument Pose Estimation with Multi-class Labelling and Optical Flow.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Multi-atlas synthesis for computer assisted diagnosis: Application to cardiovascular diseases.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
Detail-Preserving PET Reconstruction with Sparse Image Representation and Anatomical Priors.
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015
Modelling Non-stationary and Non-separable Spatio-Temporal Changes in Neurodegeneration via Gaussian Process Convolution.
Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015
2014
A Nonlinear Biomechanical Model Based Registration Method for Aligning Prone and Supine MR Breast Images.
IEEE Trans. Medical Imaging, 2014
Efficient Determination of the Uncertainty for the Optimization of SPECT System Design: A Subsampled Fisher Information Matrix.
IEEE Trans. Medical Imaging, 2014
Attenuation Correction Synthesis for Hybrid PET-MR Scanners: Application to Brain Studies.
IEEE Trans. Medical Imaging, 2014
Automated Template-Based Hippocampal Segmentations from MRI: The Effects of 1.5T or 3T Field Strength on Accuracy.
Neuroinformatics, 2014
Preterm birth affects the developmental synergy between cortical folding and cortical connectivity observed on multimodal MRI.
NeuroImage, 2014
MRI to X-ray mammography intensity-based registration with simultaneous optimisation of pose and biomechanical transformation parameters.
Medical Image Anal., 2014
Susceptibility artefact correction using dynamic graph cuts: Application to neurosurgery.
Medical Image Anal., 2014
An Oblique Approach to Prediction of Conversion to Alzheimer's Disease with Multikernel Gaussian Processes.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014
Bilayered anatomically constrained split-and-merge expectation maximisation algorithm (BiASM) for brain segmentation.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Multi-modal pharmacokinetic modelling for DCE-MRI: using diffusion weighted imaging to constrain the local arterial input function.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
SEEG Trajectory Planning: Combining Stability, Structure and Scale in Vessel Extraction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Prefrontal Cortical Folding of the Preterm Brain: A Longitudinal Analysis of Preterm-Born Neonates.
Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2014
Simulating Neurodegeneration through Longitudinal Population Analysis of Structural and Diffusion Weighted MRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
The Empirical Variance Estimator for Computer Aided Diagnosis: Lessons for Algorithm Validation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Multi-modal Measurement of the Myelin-to-Axon Diameter g-ratio in Preterm-born Neonates and Adult Controls.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Joint Parametric Reconstruction and Motion Correction Framework for Dynamic PET Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Longitudinal Measurement of the Developing Thalamus in the Preterm Brain Using Multi-modal MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Multi-scale Analysis of Imaging Features and Its Use in the Study of COPD Exacerbation Susceptible Phenotypes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Coronary centerline extraction based on ostium detection and model-guided directional minimal path.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
A Computer Assisted Planning System for the Placement of sEEG Electrodes in the Treatment of Epilepsy.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
Simulated Field Maps: Toward Improved Susceptibility Artefact Correction in Interventional MRI.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
Learning Imaging Biomarker Trajectories from Noisy Alzheimer's Disease Data Using a Bayesian Multilevel Model.
Proceedings of the Bayesian and grAphical Models for Biomedical Imaging, 2014
2013
IEEE Trans. Biomed. Eng., 2013
NeuroImage, 2013
An unbiased longitudinal analysis framework for tracking white matter changes using diffusion tensor imaging with application to Alzheimer's disease.
NeuroImage, 2013
NeuroImage, 2013
The estimation of patient-specific cardiac diastolic functions from clinical measurements.
Medical Image Anal., 2013
Benchmarking framework for myocardial tracking and deformation algorithms: An open access database.
Medical Image Anal., 2013
STEPS: Similarity and Truth Estimation for Propagated Segmentations and its application to hippocampal segmentation and brain parcelation.
Medical Image Anal., 2013
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
A registration and atlas propagation based framework for automatic whole heart segmentation of CT volumes.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Computation on shape manifold for atlas generation: application to whole heart segmentation of cardiac MRI.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
CT colonography: inverse-consistent symmetric registration of prone and supine inner colon surfaces.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Susceptibility artefact correction by combining B0 field maps and non-rigid registration using graph cuts.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Registration of Prone and Supine CT Colonography Datasets with Differing Endoluminal Distension.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
Quantitative Airway Analysis in Longitudinal Studies Using Groupwise Registration and 4D Optimal Surfaces.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Measurement of Myelin in the Preterm Brain: Multi-compartment Diffusion Imaging and Multi-component T2 Relaxometry.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Model-Guided Directional Minimal Path for Fully Automatic Extraction of Coronary Centerlines from Cardiac CTA.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Biomechanically guided prone-to-supine image registration of breast MRI using an estimated reference state.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Nonrigid image registration with two-sided space-fractional partial differential equations.
Proceedings of the IEEE International Conference on Image Processing, 2013
Multi-atlas Propagation Whole Heart Segmentation from MRI and CTA Using a Local Normalised Correlation Coefficient Criterion.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013
2012
Abdominal Palpation Haptic Device for Colonoscopy Simulation Using Pneumatic Control.
IEEE Trans. Haptics, 2012
A Comprehensive Cardiac Motion Estimation Framework Using Both Untagged and 3-D Tagged MR Images Based on Nonrigid Registration.
IEEE Trans. Medical Imaging, 2012
Accurate Localization of Optic Radiation During Neurosurgery in an Interventional MRI Suite.
IEEE Trans. Medical Imaging, 2012
Consistent multi-time-point brain atrophy estimation from the boundary shift integral.
NeuroImage, 2012
An event-based model for disease progression and its application in familial Alzheimer's disease and Huntington's disease.
NeuroImage, 2012
MRI to X-ray mammography registration using a volume-preserving affine transformation.
Medical Image Anal., 2012
Re-localisation of a biopsy site in endoscopic images and characterisation of its uncertainty.
Medical Image Anal., 2012
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012
Motion modelling and motion compensated reconstruction of tumours in cone-beam computed tomography.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012
Multi-STEPS: Multi-label similarity and truth estimation for propagated segmentations.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012
Classification of Alzheimer's disease patients with hippocampal shape, wrapper based feature selection and support vector machine.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Using fractional gradient information in non-rigid image registration: application to breast MRI.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Manifold learning for atlas selection in multi atlas-based segmentation of hippocampus.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Radial Structure in the Preterm Cortex; Persistence of the Preterm Phenotype at Term Equivalent Age?
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Cortical Folding Analysis on Patients with Alzheimer's Disease and Mild Cognitive Impairment.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
A Nonrigid Registration Framework Using Spatially Encoded Mutual Information and Free-Form Deformations.
IEEE Trans. Medical Imaging, 2011
IEEE Trans. Medical Imaging, 2011
IEEE Trans. Medical Imaging, 2011
Brain MAPS: An automated, accurate and robust brain extraction technique using a template library.
NeuroImage, 2011
Magnetic resonance virtual histology for embryos: 3D atlases for automated high-throughput phenotyping.
NeuroImage, 2011
NeuroImage, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Topologically correct cortical segmentation using Khalimsky's cubic complex framework.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011
A Multi-image Graph Cut Approach for Cardiac Image Segmentation and Uncertainty Estimation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
A hybrid fem-based method for aligning prone and supine images for image guided breast surgery.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Integrating structural and diffusion MR information for optic radiation localisation in focal epilepsy patients.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Cross-sectional analysis using voxel or surface based cortical thickness methods: A comparison study.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
An Event-Based Disease Progression Model and Its Application to Familial Alzheimer's Disease.
Proceedings of the Information Processing in Medical Imaging, 2011
On the Extraction of Topologically Correct Thickness Measurements Using Khalimsky's Cubic Complex.
Proceedings of the Information Processing in Medical Imaging, 2011
Improved Neuronavigation through Integration of Intraoperative Anatomical and Diffusion Images in an Interventional MRI Suite.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2011
A Framework Combining Multi-sequence MRI for Fully Automated Quantitative Analysis of Cardiac Global And Regional Functions.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
Automatic Segmentation of Different Pathologies from Cardiac Cine MRI Using Registration and Multiple Component EM Estimation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
2010
A Registration-Based Propagation Framework for Automatic Whole Heart Segmentation of Cardiac MRI.
IEEE Trans. Medical Imaging, 2010
Automatic Segmentation and Quantitative Analysis of the Articular Cartilages From Magnetic Resonance Images of the Knee.
IEEE Trans. Medical Imaging, 2010
Distinct profiles of brain atrophy in frontotemporal lobar degeneration caused by progranulin and tau mutations.
NeuroImage, 2010
NeuroImage, 2010
Robust atrophy rate measurement in Alzheimer's disease using multi-site serial MRI: Tissue-specific intensity normalization and parameter selection.
NeuroImage, 2010
Automated cross-sectional and longitudinal hippocampal volume measurement in mild cognitive impairment and Alzheimer's disease.
NeuroImage, 2010
Atrophy patterns in Alzheimer's disease and semantic dementia: A comparison of FreeSurfer and manual volumetric measurements.
NeuroImage, 2010
NeuroImage, 2010
Comput. Methods Programs Biomed., 2010
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010
Nonlinear Elastic Spline Registration: Evaluation with Longitudinal Huntington's Disease Data.
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010
Diffeomorphic demons using normalized mutual information, evaluation on multimodal brain MR images.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Establishing Spatial Correspondence between the Inner Colon Surfaces from Prone and Supine CT Colonography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Automatic MRI Atlas-Based External Beam Radiation Therapy Treatment Planning for Prostate Cancer.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
A System for Biopsy Site Re-targeting with Uncertainty in Gastroenterology and Oropharyngeal Examinations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Digital Mammography, 2010
X-ray Mammography - MRI Registration Using a Volume-Preserving Affine Transformation and an EM-MRF for Breast Tissue Classification.
Proceedings of the Digital Mammography, 2010
Fast Deformation Simulation of Breasts Using GPU-Based Dynamic Explicit Finite Element Method.
Proceedings of the Digital Mammography, 2010
Registration-based propagation for whole heart segmentation from compounded 3D echocardiography.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Nonrigid registration with differential bias correction using normalised mutual information.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
NeuroImage, 2009
NeuroImage, 2009
On modelling of anisotropic viscoelasticity for soft tissue simulation: Numerical solution and GPU execution.
Medical Image Anal., 2009
Automated voxel-based 3D cortical thickness measurement in a combined Lagrangian-Eulerian PDE approach using partial volume maps.
Medical Image Anal., 2009
A parallel-friendly normalized mutual information gradient for free-form registration.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Improved Maximum a Posteriori Cortical Segmentation by Iterative Relaxation of Priors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Biopsy Site Re-localisation Based on the Computation of Epipolar Lines from Two Previous Endoscopic Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Unifying Encoding of Spatial Information in Mutual Information for Nonrigid Registration.
Proceedings of the Information Processing in Medical Imaging, 2009
Pneumatic haptic interface fuzzy controller for simulation of abdominal palpations during colonoscopy.
Proceedings of the World Haptics 2009, 2009
Free-Form Deformations Using Adaptive Control Point Status for Whole Heart MR Segmentation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
2008
High-Speed Nonlinear Finite Element Analysis for Surgical Simulation Using Graphics Processing Units.
IEEE Trans. Medical Imaging, 2008
Appearance modeling of <sup>11</sup>C PiB PET images: Characterizing amyloid deposition in Alzheimer's disease, mild cognitive impairment and healthy aging.
NeuroImage, 2008
Eng. Comput., 2008
Consistency of parametric registration in serial MRI studies of brain tumor progression.
Int. J. Comput. Assist. Radiol. Surg., 2008
A Modular Simulation Framework for Colonoscopy using a New Haptic Device.
Proceedings of the Medicine Meets Virtual Reality 16, 2008
Towards anatomical modelling of multiple organs interaction using real time GPU based non-linear elasticity.
Proceedings of the Medicine Meets Virtual Reality 16, 2008
Cortical thickness measurement from magnetic resonance images using partial volume estimation.
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Pyramidal flux in an anisotropic diffusion scheme for enhancing structures in 3D images.
Proceedings of the Medical Imaging 2008: Image Processing, 2008
An Atlas-Based Segmentation Propagation Framework Using Locally Affine Registration - Application to Automatic Whole Heart Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
MR-Less High Dimensional Spatial Normalization of 11C PiB PET Images on a Population of Elderly, Mild Cognitive Impaired and Alzheimer Disease Patients.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Automatic Delineation of Sulci and Improved Partial Volume Classification for Accurate 3D Voxel-Based Cortical Thickness Estimation from MR.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Deforming a High-Resolution Mesh in Real-Time by Mapping onto a Low-Resolution Physical Model.
Proceedings of the Biomedical Simulation, 4th International Symposium, 2008
Efficient Nonlinear FEM for Soft Tissue Modelling and Its GPU Implementation within the Open Source Framework SOFA.
Proceedings of the Biomedical Simulation, 4th International Symposium, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Atlas based automated segmentation of the quadratus lumborum muscle using non-rigid registration on magnetic resonance images of the thoracolumbar region.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Generative atlases and atlas selection for C11-PIB PET-PET registration of elderly, mild cognitive impaired and Alzheimer disease patients.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Improved cortical thickness measurement from MR images using partial volume estimation.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, 2008
2007
A three-dimensional, histological and deformable atlas of the human basal ganglia. I. Atlas construction based on immunohistochemical and MRI data.
NeuroImage, 2007
Medical Image Anal., 2007
Progressive Update Approach to Real-time Cutting of Finite Element Models in Surgical Simulation.
Proceedings of the Medicine Meets Virtual Reality 15, 2007
Expectation maximization classification and Laplacian based thickness measurement for cerebral cortex thickness estimation.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Shape based segmentation of MRIs of the bones in the knee using phase and intensity information.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Real-Time Nonlinear Finite Element Analysis for Surgical Simulation Using Graphics Processing Units.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Spline Based Inhomogeneity Correction for <sup>11</sup>C-PIB PET Segmentation Using Expectation Maximization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Automatic Segmentation of Articular Cartilage in Magnetic Resonance Images of the Knee.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the Software and Data Technologies - Second International Conference, 2007
Itkboard: A Visual Dataflow Language for Biomedical Image Processing.
Proceedings of the ICSOFT 2007, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
2006
A subdivision-based parametric deformable model for surface extraction and statistical shape modeling of the knee cartilages.
Proceedings of the Medical Imaging 2006: Visualization, 2006
Generation of Curved Planar Reformations from Magnetic Resonance Images of the Spine.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Using marker-based deformable models for deriving anatomical models from medical image databases.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
2005
A marker-induced vector field for reduced sensitivity to initialization for parametric and geometric deformable models.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
In Use Parameter Estimation of Inertial Sensors by Detecting Multilevel Quasi-static States.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005
Proceedings of the Computer Vision for Biomedical Image Applications, 2005
Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005
2004
Contact Modelling Based on Displacement Field Redistribution for Surgical Simulation.
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004
2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the 12th International Meshing Roundtable, 2003
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003
2002
IEEE Trans. Medical Imaging, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Three dimensional functional cartography of the human basal ganglia by registration of optical and histological serial sections.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
Image Vis. Comput., 2001
Fusion of Histological Sections and MR Images: Towards the Construction of an Atlas of the Human Basal Ganglia.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Registration of Reconstructed Post Mortem Optical Data with MR Scans of the Same Patient.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
2000
Generalized Correlation Ratio for Rigid Registration of 3D Ultrasound with MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000
Block Matching: A General Framework to Improve Robustness of Rigid Registration of Medical Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000