J. Alison Noble
Orcid: 0000-0002-3060-3772Affiliations:
- University of Oxford, Institute of Biomedical Engineering (IBME)
According to our database1,
J. Alison Noble
authored at least 312 papers
between 1988 and 2024.
Collaborative distances:
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Bibliography
2024
Review of Federated Learning and Machine Learning-Based Methods for Medical Image Analysis.
Big Data Cogn. Comput., September, 2024
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities.
CoRR, 2024
Towards Human-AI Collaboration in Healthcare: Guided Deferral Systems with Large Language Models.
CoRR, 2024
IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI.
CoRR, 2024
CoRR, 2024
Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection.
CoRR, 2024
Fetal Ultrasound Video Representation Learning Using Contrastive Rubik's Cube Recovery.
Proceedings of the Simplifying Medical Ultrasound - 5th International Workshop, 2024
STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
$\mathrm {IterMask^2}$: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
Memory-based unsupervised video clinical quality assessment with multi-modality data in fetal ultrasound.
Medical Image Anal., December, 2023
Medical Image Anal., December, 2023
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration.
Medical Image Anal., December, 2023
A Machine Learning Method for Automated Description and Workflow Analysis of First Trimester Ultrasound Scans.
IEEE Trans. Medical Imaging, May, 2023
Medical Image Anal., May, 2023
Machine learning for accurate estimation of fetal gestational age based on ultrasound images.
npj Digit. Medicine, 2023
A Kernel Density Estimation Based Quality Metric for Quality Assessment of Obstetric Ultrasound Video.
Proceedings of the Trustworthy Machine Learning for Healthcare, 2023
Proceedings of the Simplifying Medical Ultrasound - 4th International Workshop, 2023
Rethinking Semi-Supervised Federated Learning: How to Co-train Fully-Labeled and Fully-Unlabeled Client Imaging Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Dual Conditioned Diffusion Models for Out-of-Distribution Detection: Application to Fetal Ultrasound Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Automated Description and Workflow Analysis of Fetal Echocardiography in First-Trimester Ultrasound Video Scans.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
CNSeg-GAN: A Lightweight Generative Adversarial Network For Segmentation of CRL and NT From First-Trimester Fetal Ultrasound.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
D2ANET: Densely Attentional-Aware Network for First Trimester Ultrasound CRL and NT Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Towards Multi-Sweep Ultrasound Video Understanding: Application in Detection of Breech Position Using Statistical Priors.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Facial Anatomical Landmark Detection Using Regularized Transfer Learning With Application to Fetal Alcohol Syndrome Recognition.
IEEE J. Biomed. Health Informatics, 2022
Image quality assessment for machine learning tasks using meta-reinforcement learning.
Medical Image Anal., 2022
Gaze-assisted automatic captioning of fetal ultrasound videos using three-way multi-modal deep neural networks.
Medical Image Anal., 2022
CoRR, 2022
Int. J. Comput. Assist. Radiol. Surg., 2022
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022
Towards Unsupervised Ultrasound Video Clinical Quality Assessment with Multi-modality Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
USPoint: Self-Supervised Interest Point Detection and Description for Ultrasound-Probe Motion Estimation During Fine-Adjustment Standard Fetal Plane Finding.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
First Trimester Video Saliency Prediction Using Clstmu-Net with Stochastic Augmentation.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of The 1st Gaze Meets ML workshop, 2022
Visualising Spatio-Temporal Gaze Characteristics for Exploratory Data Analysis in Clinical Fetal Ultrasound Scans.
Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022
Skill Characterisation of Sonographer Gaze Patterns during Second Trimester Clinical Fetal Ultrasounds using Time Curves.
Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
2021
Knowledge representation and learning of operator clinical workflow from full-length routine fetal ultrasound scan videos.
Medical Image Anal., 2021
Machine learning-based analysis of operator pupillary response to assess cognitive workload in clinical ultrasound imaging.
Comput. Biol. Medicine, 2021
First Trimester Gaze Pattern Estimation Using Stochastic Augmentation Policy Search for Single Frame Saliency Prediction.
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021
Visual-Assisted Probe Movement Guidance for Obstetric Ultrasound Scanning Using Landmark Retrieval.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Towards Scale and Position Invariant Task Classification Using Normalised Visual Scanpaths in Clinical Fetal Ultrasound.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Multi-Modal Learning from Video, Eye Tracking, and Pupillometry for Operator Skill Characterization in Clinical Fetal Ultrasound.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the Information Processing in Medical Imaging, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the Functional Imaging and Modeling of the Heart, 2021
2020
IEEE Trans. Medical Imaging, 2020
Hierarchical Class Incremental Learning of Anatomical Structures in Fetal Echocardiography Videos.
IEEE J. Biomed. Health Informatics, 2020
IEEE Trans. Cybern., 2020
Spatio-temporal visual attention modelling of standard biometry plane-finding navigation.
Medical Image Anal., 2020
Proceedings of the Medical Image Understanding and Analysis - 24th Annual Conference, 2020
Longitudinal Image Registration with Temporal-Order and Subject-Specificity Discrimination.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Differentiating Operator Skill During Routine Fetal Ultrasound Scanning Using Probe Motion Tracking.
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Modelling Cardiac Motion via Spatio-Temporal Graph Convolutional Networks to Boost the Diagnosis of Heart Conditions.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020
Calibrated Bayesian Neural Networks to Estimate Gestational Age and Its Uncertainty on Fetal Brain Ultrasound Images.
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Label Efficient Localization of Fetal Brain Biometry Planes in Ultrasound Through Metric Learning.
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020
A Comparative Study of Explainer Modules Applied to Automated Skin Lesion Classification.
Proceedings of the First International Workshop on Explainable and Interpretable Machine Learning (XI-ML 2020) co-located with the 43rd German Conference on Artificial Intelligence (KI 2020), 2020
Automatic Determination of the Fetal Cardiac Cycle in Ultrasound Using Spatio-Temporal Neural Networks.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Heterogeneous tissue characterization using ultrasound: a comparison of fractal analysis backscatter models on liver tumors.
CoRR, 2019
Comput. Medical Imaging Graph., 2019
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
Towards Capturing Sonographic Experience: Cognition-Inspired Ultrasound Video Saliency Prediction.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
Efficient Ultrasound Image Analysis Models with Sonographer Gaze Assisted Distillation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
An Automated CNN-based 3D Anatomical Landmark Detection Method to Facilitate Surface-Based 3D Facial Shape Analysis.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Learning and Understanding Deep Spatio-Temporal Representations from Free-Hand Fetal Ultrasound Sweeps.
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
Spatio-Temporal Partitioning And Description Of Full-Length Routine Fetal Anomaly Ultrasound Scans.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the Information Processing in Medical Imaging, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
2018
Ω-Net (Omega-Net): Fully automatic, multi-view cardiac MR detection, orientation, and segmentation with deep neural networks.
Medical Image Anal., 2018
SiSSR: Simultaneous subdivision surface registration for the quantification of cardiac function from computed tomography in canines.
Medical Image Anal., 2018
Fully-automated alignment of 3D fetal brain ultrasound to a canonical reference space using multi-task learning.
Medical Image Anal., 2018
VP-Nets : Efficient automatic localization of key brain structures in 3D fetal neurosonography.
Medical Image Anal., 2018
Medical Image Anal., 2018
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Adversarial Deformation Regularization for Training Image Registration Neural Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Multi-task SonoEyeNet: Detection of Fetal Standardized Planes Assisted by Generated Sonographer Attention Maps.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Quantification of cardiac bull's-eye map based on principal strain analysis for myocardial wall motion assessment in stress echocardiography.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Label-driven weakly-supervised learning for multimodal deformarle image registration.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Automated Myocardial Wall Motion Classification using Handcrafted Features vs a Deep CNN-based mapping.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Improving Visual Detection of Wall Motion Abnormality with Echocardiographic Image Enhancing Methods.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
A framework for analysis of linear ultrasound videos to detect fetal presentation and heartbeat.
Medical Image Anal., 2017
Automated annotation and quantitative description of ultrasound videos of the fetal heart.
Medical Image Anal., 2017
Label-driven weakly-supervised learning for multimodal deformable image registration.
CoRR, 2017
Omega-Net: Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks.
CoRR, 2017
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks.
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017
Detection and Characterization of the Fetal Heartbeat in Free-hand Ultrasound Sweeps with Weakly-supervised Two-streams Convolutional Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017
Automated characterization of the fetal heart in ultrasound images using fully convolutional neural networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017
2016
Plane Localization in 3-D Fetal Neurosonography for Longitudinal Analysis of the Developing Brain.
IEEE J. Biomed. Health Informatics, 2016
Medical Image Anal., 2016
Quantification of Ultrasonic Texture heterogeneity via Volumetric Stochastic Modeling for Tissue Characterization.
CoRR, 2016
A computer-aided tracking and motion analysis with ultrasound (CAT & MAUS) system for the description of hip joint kinematics.
Int. J. Comput. Assist. Radiol. Surg., 2016
Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016
Fetal Ultrasound Image Classification Using a Bag-of-words Model Trained on Sonographers' Eye Movements.
Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016
Automated 3D Ultrasound Biometry Planes Extraction for First Trimester Fetal Assessment.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016
Automatic bone segmentation in ultrasound images using local phase features and dynamic programming.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
An eye-tracking inspired method for standardised plane extraction from fetal abdominal ultrasound volumes.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016
2015
Data-driven shape parameterization for segmentation of the right ventricle from 3D+t echocardiography.
Medical Image Anal., 2015
Feature-based fuzzy connectedness segmentation of ultrasound images with an object completion step.
Medical Image Anal., 2015
Learning-based prediction of gestational age from ultrasound images of the fetal brain.
Medical Image Anal., 2015
Quantification of ultrasonic texture intra-heterogeneity via volumetric stochastic modeling for tissue characterization.
Medical Image Anal., 2015
Automated Mid-sagittal Plane Selection for Corpus Callosum Visualization in 3D Ultrasound Images.
Proceedings of the Medical Image Understanding and Analysis, 2015
Three Dimensional Freehand Ultrasound Reconstruction using Hybrid Interpolation.
Proceedings of the Medical Image Understanding and Analysis, 2015
Eye Tracking to Boost Recognition of Anatomical Features in Fetal Ultrasound.
Proceedings of the Medical Image Understanding and Analysis, 2015
Guided Random Forests for Identification of Key Fetal Anatomy and Image Categorization in Ultrasound Scans.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Towards quantifying the impact of cell boundary estimation on morphometric analysis for phenotypic screening.
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 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Investigation of the Role of Feature Selection and Weighted Voting in Random Forests for 3-D Volumetric Segmentation.
IEEE Trans. Medical Imaging, 2014
Evaluation and Comparison of Current Fetal Ultrasound Image Segmentation Methods for Biometric Measurements: A Grand Challenge.
IEEE Trans. Medical Imaging, 2014
Difference of Gaussians revolved along elliptical paths for ultrasound fetal head segmentation.
Comput. Medical Imaging Graph., 2014
Utilizing Phase Retardation Features for Segmenting Cells in Phase Contrast Microscopy Images.
Proceedings of the Medical Image Understanding and Analysis, 2014
Diagnostic Plane Extraction from 3D Parametric Surface of the Fetal Cranium.
Proceedings of the Medical Image Understanding and Analysis, 2014
A Constrained Regression Forests Solution to 3D Fetal Ultrasound Plane Localization for Longitudinal Analysis of Brain Growth and Maturation.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014
2013
Medical Image Anal., 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013
Local Phase-Based Fast Ray Features for Automatic Left Ventricle Apical View Detection in 3D Echocardiography.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013
Class-Specific Regression Random Forest for Accurate Extraction of Standard Planes from 3D Echocardiography.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013
Oriented feature-based coupled ellipse fitting for soft tissue quantification in ultrasound images.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Fetal cranial segmentation in 2D ultrasound images using shape properties of pixel clusters.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Lesion segmentation and bias correction in breast ultrasound B-mode images including elastography information.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Integration of Local and Global Features for Anatomical Object Detection in Ultrasound.
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
Novel Context Rich LoCo and GloCo Features with Local and Global Shape Constraints for Segmentation of 3D Echocardiograms with Random Forests.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 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
Interpreting edge information for improved endocardium delineation in echocardiograms.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Regularised feature-based fuzzy connectedness segmentation of ultrasound images for fetal soft tissue quantification across gestation.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Image analysis of the human fetus and newborn - Developing new clinical tools for perinatal care.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Modified Hough transform for left ventricle myocardium segmentation in 3-D echocardiogram images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Controlled motion strain measurement using lateral speckle tracking in Achilles tendons during healing.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Image Analysis Using Machine Learning: Anatomical Landmarks Detection in Fetal Ultrasound Images.
Proceedings of the 36th Annual IEEE Computer Software and Applications Conference, 2012
2011
Towards Treatment Planning for the Embolization of Arteriovenous Malformations of the Brain: Intranidal Hemodynamics Modeling.
IEEE Trans. Biomed. Eng., 2011
The evaluation of single-view and multi-view fusion 3D echocardiography using image-driven segmentation and tracking.
Medical Image Anal., 2011
Local Phase-Based Fuzzy Connectedness Segmentation of Ultrasound Images.
Proceedings of the Medical Image Understanding and Analysis, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Improving the Classification Accuracy of the Classic RF Method by Intelligent Feature Selection and Weighted Voting of Trees with Application to Medical Image Segmentation.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Learning Optical Flow Propagation Strategies Using Random Forests for Fast Segmentation in Dynamic 2D & 3D Echocardiography.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Feature extraction and wall motion classification of 2D stress echocardiography with support vector machines.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Surface parameterisation of the utero/placental interface using 3D power doppler ultrasound.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Quality control of fetal ultrasound images: Detection of abdomen anatomical landmarks using AdaBoost.
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
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Feature extraction and wall motion classification of 2D stress echocardiography with relevance vector machines.
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
Tramline and NP windows estimation for enhanced unsupervised retinal vessel segmentation.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Multicontrast MRI registration of carotid arteries in atherosclerotic and normal subjects.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
A Malignant Breast Carcinoma Size Assessment Using Multiple Orientation Axial, Lateral, and Shear Elastographies: The Second Stage of a Pilot Study.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010
Segmentation of 2D stress echocardiography sequences using rest-based patient-specific prior 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
Interpreting ultrasound elastography: image registration of breast cancer ultrasound elastography to histopathology images.
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
Proceedings of the International Conference on Image Processing, 2010
2009
Overlap invariance of cumulative residual entropy measures for multimodal image alignment.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Image-Driven Cardiac Left Ventricle Segmentation for the Evaluation of Multiview Fused Real-Time 3-Dimensional Echocardiography Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Local-Phase Based 3D Boundary Detection Using Monogenic Signal and its Application to Real-Time 3-D Echocardiography Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
Random Forest Classification for Automatic Delineation of Myocardium in Real-Time 3D Echocardiography.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
2008
Wall Motion Classification of Stress Echocardiography Based on Combined Rest-and-Stress Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Local wall motion classification of stress echocardiography using a Hidden Markov Model approach.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Segmentation of breast cancer masses in ultrasound using radio-frequency signal derived parameters and strain estimates.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Vasculature segmentation of CT liver images using graph cuts and graph-based analysis.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Combining apical and parasternal views to improve motion estimation in real-time 3D echocardiographic sequences.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Investigating implicit shape representations for alignment of livers from serial CT examinations.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Spatiotemporal Bayesian cell population tracking and analysis with lineage construction.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
IEEE Trans. Medical Imaging, 2007
Spatio-temporal Registration of Real Time 3D Ultrasound to Cardiovascular MR Sequences.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Improving the Contrast of Breast Cancer Masses in Ultrasound Using an Autoregressive Model Based Filter.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Fast Fluid Registration with Dirichlet Boundary Conditions: A Transform-Based Approach.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Adaptive Non-rigid Registration of Real Time 3D Ultrasound to Cardiovascular MR Images.
Proceedings of the Information Processing in Medical Imaging, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Phase-Based Registration of Multi-view Real-Time Three-Dimensional Echocardiographic Sequences.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Real time 3-D ultrasound to MR cardiovascular image registration using a phase-based approach.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Estimating a parametric model of temperature distribution from an ultrasound image sequence during HIFU therapy.
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 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
A Comparison of a Similarity-Based and a Feature-Based 2-D-3-D Registration Method for Neurointerventional Use.
IEEE Trans. Medical Imaging, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Tissue Perfusion Diagnostic Classification Using a Spatio-temporal Analysis of Contrast Ultrasound Image Sequences.
Proceedings of the Information Processing in Medical Imaging, 2005
Cardiology Meets Image Analysis: Just an Application or Can Image Analysis Usefully Impact Cardiology Practice?.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005
2004
IEEE Trans. Medical Imaging, 2004
Vascular segmentation of phase contrast magnetic resonance angiograms based on statistical mixture modeling and local phase coherence.
IEEE Trans. Medical Imaging, 2004
A Spatio-temporal Analysis of Contrast Ultrasound Image Sequences for Assessment of Tissue Perfusion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
IEEE Trans. Medical Imaging, 2003
Segmentation of ultrasound images--multiresolution 2D and 3D algorithm based on global and local statistics.
Pattern Recognit. Lett., 2003
Medical Image Anal., 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Information Processing in Medical Imaging, 2003
2002
3D Freehand Echocardiography for Automatic Left Ventricle Reconstruction and Analysis based on Multiple Acoustic Windows.
IEEE Trans. Medical Imaging, 2002
IEEE Trans. Medical Imaging, 2002
IEEE Trans. Medical Imaging, 2002
Automated 3D Echocardiography Analysis Compared with Manual Delineations and SPECT MUGA.
IEEE Trans. Medical Imaging, 2002
A shape-space based approach to tracking myocardial borders and quantifying regional left ventricular function applied in echocardiography.
IEEE Trans. Medical Imaging, 2002
Fusing speed and phase information for vascular segmentation of phase contrast MR angiograms.
Medical Image Anal., 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
A Comparison of 2D-3D Intensity-Based Registration and Feature-Based Registration for Neurointerventions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
High resolution segmentation of MR images of mouse heart chambers based on a partial-pixel effect and EM algorithm.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
3D Freehand Echocardiography for Automatic Left Ventricle Reconstruction and Analysis Based on Multiple Acoustic Windows.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
3D Vascular Segmentation Using MRA Statistics and Velocity Field Information in PC-MRA.
Proceedings of the Information Processing in Medical Imaging, 2001
Proceedings of the Information Processing in Medical Imaging, 2001
Non-rigid registration in 3D free-hand ultrasound imaging of the breast.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001
2000
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
IEEE Trans. Medical Imaging, 1999
IEEE Trans. Medical Imaging, 1999
Medical Image Anal., 1999
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999
Segmentation of Echocardiographic Data. Multiresolution 2D and 3D Algorithm Based on Grey Level Statistics.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999
1998
IEEE Trans. Robotics Autom., 1998
Automatically Finding Optimal Working Projections for the Endovascular Coiling of Intracranial Aneurysms.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998
1997
Comput. Vis. Image Underst., 1997
Proceedings of the Information Processing in Medical Imaging, 1997
1996
IEEE Trans. Pattern Anal. Mach. Intell., 1996
1995
From inspection to process understanding and monitoring: a view on computer vision in manufacturing.
Image Vis. Comput., 1995
Proceedings of the 1995 International Conference on Robotics and Automation, 1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
Proceedings of the Computer Vision, 1995
Proceedings of the British Machine Vision Conference, 1995
1994
Proceedings of the 1994 International Conference on Robotics and Automation, 1994
Proceedings of the Computer Vision, 1994
1993
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993
1992
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992
1989
1988
Proceedings of the Second International Conference on Computer Vision, 1988