2024
Real-time prediction of postoperative spinal shape with machine learning models trained on finite element biomechanical simulations.
Int. J. Comput. Assist. Radiol. Surg., October, 2024
Pressure prediction for the personalized and automatic fitting of respiratory masks.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
2023
Unsupervised synthesis of realistic coronary artery X-ray angiogram.
Int. J. Comput. Assist. Radiol. Surg., December, 2023
Pixel-wise confidence estimation for segmentation in Bayesian Convolutional Neural Networks.
Mach. Vis. Appl., 2023
Automatic assessment of skeletal maturity in adolescent idiopathic scoliosis patients using support vector regression on deep features.
Proceedings of the Medical Imaging 2023: Image Perception, 2023
2022
Navigation guidance for ventricular septal defect closure in heart phantoms.
Int. J. Comput. Assist. Radiol. Surg., 2022
Design of heart phantoms for ultrasound imaging of ventricular septal defects.
Int. J. Comput. Assist. Radiol. Surg., 2022
Characterization of blood-mimicking fluids for echocardiography imaging of ventricular septal defects.
Int. J. Comput. Assist. Radiol. Surg., 2022
2021
Automatic bone maturity grading from EOS radiographs in Adolescent Idiopathic Scoliosis.
Comput. Biol. Medicine, 2021
2020
Semi-supervised generative adversarial networks for the segmentation of the left ventricle in pediatric MRI.
Comput. Biol. Medicine, 2020
A freehand ultrasound framework for spine assessment in 3D: a preliminary study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Intra-Slice Motion Correction of Intravascular OCT Images Using Deep Features.
IEEE J. Biomed. Health Informatics, 2019
CycleGAN for style transfer in X-ray angiography.
Int. J. Comput. Assist. Radiol. Surg., 2019
Epistemic Uncertainty Modeling for Vessel Segmentation.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Model-free Cardiorespiratory Motion Prediction from X-ray Angiography Sequence with LSTM Network.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Dynamic ensemble selection of learner-descriptor classifiers to assess curve types in adolescent idiopathic scoliosis.
Medical Biol. Eng. Comput., 2018
Prediction of spinal curve progression in Adolescent Idiopathic Scoliosis using Random Forest regression.
Comput. Biol. Medicine, 2018
2017
Automatic evaluation of vessel diameter variation from 2D X-ray angiography.
Int. J. Comput. Assist. Radiol. Surg., 2017
Online C-arm calibration using a marked guide wire for 3D reconstruction of pulmonary arteries.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017
3D reconstruction of vascular structures using graph-based voxel coloring.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Left Ventricle Wall Detection from Ultrasound Images Using Shape and Appearance Information.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017
2016
A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences.
Comput. Biol. Medicine, 2016
Classification of coronary artery tissues using optical coherence tomography imaging in Kawasaki disease.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016
2015
Hierarchical segmentation and tracking of coronary arteries in 2D X-ray Angiography sequences.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2013
Vesselwalker: Coronary arteries segmentation using random walks and hessian-based vesselness filter.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
Image segmentation using random-walks on the histogram.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Intensity-based 3D/2D registration for percutaneous intervention of major aorto-pulmonary collateral arteries.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Stochastic 3D Motion Compensation of Coronary Arteries from Monoplane Angiograms.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Multi scale classification approach for coronary artery detection from X-ray angiography.
Proceedings of the 11th International Conference on Information Science, 2012
A new adaptive framework for tubular structures segmentation in X-ray angiography.
Proceedings of the 11th International Conference on Information Science, 2012
A random walk approach for multiatlas-based segmentation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Atlas-based segmentation of brain magnetic resonance imaging using random walks.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
Combining Laplacian eigenmaps and vesselness filters for vessel segmentation in X-ray angiography.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
2011
Intensity-based hierarchical clustering in CT-scans: application to interactive segmentation in cardiology.
Proceedings of the Medical Imaging 2011: Visualization, 2011
2010
Automatic Detection of Scoliotic Curves in Posteroanterior Radiographs.
IEEE Trans. Biomed. Eng., 2010
Semi-automatic segmentation of major aorto-pulmonary collateral arteries (MAPCAs) for image guided procedures.
Proceedings of the Medical Imaging 2010: Visualization, 2010
2009
Curve-based 2D-3D registration of coronary vessels for image guided procedure.
Proceedings of the Medical Imaging 2009: Visualization, 2009
2007
Towards Segmentation of Pedicles on Posteroanterior X-Ray Views of Scoliotic Patients.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007