Elsa D. Angelini

According to our database1, Elsa D. Angelini authored at least 136 papers between 1999 and 2022.

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Bibliography

2022
Suggestive annotation of brain MR images with gradient-guided sampling.
Medical Image Anal., 2022

Cardiac Adipose Tissue Segmentation via Image-Level Annotations.
CoRR, 2022

2021
Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study.
IEEE Trans. Medical Imaging, 2021

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results.
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CoRR, 2021

Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans.
CoRR, 2021

3D U-Net Based Semantic Segmentation of Kidneys and Renal Masses on Contrast-Enhanced CT.
Proceedings of the Kidney and Kidney Tumor Segmentation - MICCAI 2021 Challenge, 2021

Unsupervised Clustering Of Airway Tree Structures On High-Resolution CT: The Mesa Lung Study.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

3d Pathological Signs Detection And Scoring On CPA CT Lung Scans.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Enhanced-Quality Gan (EQ-GAN) on Lung CT Scans: Toward Truth and Potential Hallucinations.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Co-Seg: An Image Segmentation Framework Against Label Corruption.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Characterizing Alzheimer's Disease With Image and Genetic Biomarkers Using Supervised Topic Models.
IEEE J. Biomed. Health Informatics, 2020

Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention.
Future Gener. Comput. Syst., 2020

Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning.
CoRR, 2020

Suggestive Annotation of Brain Tumour Images with Gradient-guided Sampling.
CoRR, 2020

Heterogeneity Measurement of Cardiac Tissues Leveraging Uncertainty Information from Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Suggestive Annotation of Brain Tumour Images with Gradient-Guided Sampling.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Segmentation and Uncertainty Measures of Cardiac Substrates within Optical Coherence Tomography Images via Convolutional Neural Networks.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Machine-Learning on Liver Ultrasound to Stratify Multiple Diseases via Blood-Vessels and Perfusion Characteristics.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Encoding Human Cortex Using Spherical CNNs - A Study on Alzheimer's Disease Classification.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Self-training for Brain Tumour Segmentation with Uncertainty Estimation and Biophysics-Guided Survival Prediction.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019
Quantifying Brain [<sup>18</sup>F]FDG Uptake Noninvasively by Combining Medical Health Records and Dynamic PET Imaging Data.
IEEE J. Biomed. Health Informatics, 2019

Vertebral corners detection on sagittal X-rays based on shape modelling, random forest classifiers and dedicated visual features.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019

Transfer Learning from Partial Annotations for Whole Brain Segmentation.
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

SAPSAM - Sparsely Annotated Pathological Sign Activation Maps - A Novel Approach To Train Convolutional Neural Networks On Lung CT Scans Using Binary Labels Only.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Unsupervised Domain Adaption With Adversarial Learning (UDAA) for Emphysema Subtyping on Cardiac CT Scans: The Mesa Study.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Automatic Segmentation and Identification of Spinous Processes on Sagittal X-Rays Based on Random Forest Classification and Dedicated Contextual Features.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Enhanced Generative Model for Unsupervised Discovery of Spatially-Informed Macroscopic Emphysema: The Mesa Copd Study.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

2018
Denoising of Microscopy Images: A Review of the State-of-the-Art, and a New Sparsity-Based Method.
IEEE Trans. Image Process., 2018

Discriminative analysis of the human cortex using spherical CNNs - a study on Alzheimer's disease diagnosis.
CoRR, 2018

Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Alzheimer's disease diagnosis based on anatomically stratified texture analysis of the hippocampus in structural MRI.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Multiview Sequential Learning and Dilated Residual Learning for a Fully Automatic Delineation of the Left Atrium and Pulmonary Veins from Late Gadolinium-Enhanced Cardiac MRI Images.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Unsupervised Discovery of Spatially-Informed Lung Texture Patterns for Pulmonary Emphysema: The MESA COPD Study.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Generative method to discover emphysema subtypes with unsupervised learning using lung macroscopic patterns (LMPS): The MESA COPD study.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Reducing data acquisition for fast Structured Illumination Microscopy using Compressed Sensing.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
Guest Editorial IEEE EMBC 2015.
IEEE J. Biomed. Health Informatics, 2016

Adaptive particle filtering for coronary artery segmentation from 3D CT angiograms.
Comput. Vis. Image Underst., 2016

Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study.
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016

Emphysema Quantification on Cardiac CT Scans Using Hidden Markov Measure Field Model: The MESA Lung Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Sparsity-based simplification of spectral-domain optical coherence tomography images of cardiac samples.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Lumbar spine posterior corner detection in X-rays using Haar-based features.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Texton and sparse representation based texture classification of lung parenchyma in CT images.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Toward Noninvasive Quantification of Brain Radioligand Binding by Combining Electronic Health Records and Dynamic PET Imaging Data.
IEEE J. Biomed. Health Informatics, 2015

Segmentation of embryonic and fetal 3D ultrasound images based on pixel intensity distributions and shape priors.
Medical Image Anal., 2015

Image denoising by multiple compressed sensing reconstructions.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Equating emphysema scores and segmentations across CT reconstructions: A comparison study.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Sparse sampling and unsupervised learning of lung texture patterns in pulmonary emphysema: MESA COPD study.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

BM3D-based ultrasound image denoising via brushlet thresholding.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Non-invasive quantification of brain [<sup>18</sup>F]-FDG uptake by combining medical health records and dynamic PET imaging data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Adaptive Quantification and Longitudinal Analysis of Pulmonary Emphysema With a Hidden Markov Measure Field Model.
IEEE Trans. Medical Imaging, 2014

Maximum Likelihood Estimation of Shear Wave Speed in Transient Elastography.
IEEE Trans. Medical Imaging, 2014

An Unbiased Risk Estimator for Image Denoising in the Presence of Mixed Poisson-Gaussian Noise.
IEEE Trans. Image Process., 2014

Locally weighted total variation denoising for PSF modeling artifact suppression in PET reconstruction.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

On the implementation of the multi-phase region segmentation, solving the hidden phase problem.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Toward diagnostic criteria for left ventricular systolic dysfunction from myocardial deformation.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013
Automatic Segmentation of Antenatal 3-D Ultrasound Images.
IEEE Trans. Biomed. Eng., 2013

Conciliating syntactic and semantic constraints for multi-phase and multi-channel region segmentation.
Comput. Vis. Image Underst., 2013

Phase retrieval with sparsity priors and application to microscopy video reconstruction.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Locally weighted total variation denoising for ringing artifact suppression in pet reconstruction using PSF modeling.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Robust quantification of pulmonary emphysema with a Hidden Markov Measure Field model.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Accurate and robust shape descriptors for the identification of RIB cage structures in CT-images with Random Forests.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Segmentation of fetal envelope from 3D ultrasound images based on pixel intensity statistical distribution and shape priors.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
A State-of-the-Art Review on Segmentation Algorithms in Intravascular Ultrasound (IVUS) Images.
IEEE Trans. Inf. Technol. Biomed., 2012

Differential MRI analysis for quantification of low grade glioma growth.
Medical Image Anal., 2012

Segmentation-free and multiscale-free extraction of medial information using Gradient Vector Flow - Application to vascular structures.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Brushlet segmentation for automatic detection of lumen borders in IVUS images: A comparison study.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Maximum likelihood estimation of Young's modulus in transient elastography with unknown line-of-sight orientation.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Video reconstruction using compressed sensing measurements and 3d total variation regularization for bio-imaging applications.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Impact of temporal resolution on LV myocardial regional strain assessment with real-time 3D ultrasound.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Evidence for potentials and limitations of brain plasticity using an atlas of functional resectability of WHO grade II gliomas: Towards a "minimal common brain".
NeuroImage, 2011

Implicit medial representation for vessel segmentation.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Evaluation of in vivo Liver Tissue Characterization with Spectral RF Analysis versus Elasticity.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Vessel geometry modeling and segmentation using convolution surfaces and an implicit medial axis.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Comparison of reconstruction algorithms in compressed sensing applied to biological imaging.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Numerical evaluation of sampling bounds for near-optimal reconstruction in compressed sensing.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

FEMONUM: A Framework for Whole Body Pregnant Woman Modeling from Ante-Natal Imaging Data.
Proceedings of the 32nd Annual Conference of the European Association for Computer Graphics, 2011

Parameterization of real-time 3D speckle tracking framework for cardiac strain assessment.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Whole-Body Pregnant Woman Modeling By Digital Geometry Processing With Detailed Uterofetal Unit Based on Medical Images.
IEEE Trans. Biomed. Eng., 2010

Compressed Sensing with off-axis frequency-shifting holography
CoRR, 2010

Real-time segmentation by Active Geometric Functions.
Comput. Methods Programs Biomed., 2010

Hybrid 3D pregnant woman and fetus modeling from medical imaging for dosimetry studies.
Int. J. Comput. Assist. Radiol. Surg., 2010

Introducing Shape Constraint Via Legendre Moments in a Variational Framework for Cardiac Segmentation on Non-contrast CT Images.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Measurement of the Skin-Liver Capsule Distance on Ultrasound RF Data for 1D Transient Elastography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Physics-Based Modeling of the Pregnant Woman.
Proceedings of the Biomedical Simulation, 5th International Symposium, 2010

Joint variational segmentation of CT-PET data for tumoral lesions.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Compressed sensing for digital holographic microscopy.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Segmentation of the fetal envelope on ante-natal MRI.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Contrast mapping and statistical testing for low-grade GLIOMA growth quantification on brain MRI.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
A review of 3D vessel lumen segmentation techniques: Models, features and extraction schemes.
Medical Image Anal., 2009

Surface Function Actives.
J. Vis. Commun. Image Represent., 2009

A New Fuzzy Connectivity Measure for Fuzzy Sets.
J. Math. Imaging Vis., 2009

Bayesian Maximal Paths for Coronary Artery Segmentation from 3D CT Angiograms.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Utero-Fetal Unit and Pregnant Woman Modeling Using a Computer Graphics Approach for Dosimetry Studies.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

A Compressed Sensing Approach for Biological Microscopic Image Processing.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Design and Study of Flux-Based Features for 3D Vascular Tracking.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Quantitative Validation of Optical Flow Based Myocardial Strain Measures Using Sonomicrometry.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Automatic Segmentation of Head Structures on Fetal MRI.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Compressed Sensing in microscopy with random projections in the Fourier domain.
Proceedings of the International Conference on Image Processing, 2009

Lumen Border Detection of Intravascular Ultrasound via Denoising of Directional Wavelet Representations.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

Coronary Occlusion Detection with 4D Optical Flow Based Strain Estimation on 4D Ultrasound.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

2008
Integrated multimedia electronic patient record and graph-based image information for cerebral tumors.
Comput. Biol. Medicine, 2008

Medial-based Bayesian tracking for vascular segmentation: Application to coronary arteries in 3D CT angiography.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Vectorial multi-phase mouse brain tumor segmentation in T1-T2 MRI.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Real-time segmentation of 4D ultrasound by Active Geometric Functions.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Segmentation of fetal 3D ultrasound based on statistical prior and deformable model.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Structure segmentation and recognition in images guided by structural constraint propagation.
Proceedings of the ECAI 2008, 2008

2007
Brain MRI Segmentation with Multiphase Minimal Partitioning: A Comparative Study.
Int. J. Biomed. Imaging, 2007

Thoracic CT-PET Registration Using a 3D Breathing Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Adaptive Segmentation of Internal Brain Structures in Pathological Mr Images Depending on Tumor Types.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Validation of Optical-Flow for Quantification of Myocardial Deformations on Simulated Rt3d Ultrasound.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Grafip: A Framework for the Representation of Healthy and Pathological Cerebral Information.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Detection of Glioma Evolution on Longitudinal Mri Studies.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Combining Radiometric and Spatial Structural Information in a New Metric for Minimal Surface Segmentation.
Proceedings of the Information Processing in Medical Imaging, 2007

From Generic Knowledge to Specific Reasoning for Medical Image Interpretation Using Graph based Representations.
Proceedings of the IJCAI 2007, 2007

CT-PET Landmark-based Lung Registration Using a Dynamic Breathing Model.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Simulation of 3D Ultrasound with a Realistic Electro-mechanical Model of the Heart.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007

Automated Segmentation of the Left Ventricle Including Papillary Muscles in Cardiac Magnetic Resonance Images.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007

2006
Variational segmentation framework in prolate spheroidal coordinates for 3D real-time echocardiography.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Comparing optical-flow based methods for quantification of myocardial deformations on RT3D ultrasound.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Homogeneity measures for multiphase level set segmentation of brain MRI.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

An incremental and optimized learning method for the automatic classification of protein crystal images.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Tracking Endocardium Using Optical Flow along Iso-Value Curve.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Review of Myocardial Motion Estimation Methods from Optical Flow Tracking on Ultrasound Data.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Recognition of micro-array protein crystals images using multi-scale representations.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Tracking of LV Endocardial Surface on Real-Time Three-Dimensional Ultrasound with Optical Flow.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005

2004
Segmentation and quantitative evaluation of brain MRI data with a multiphase 3D implicit deformable model.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Multi-phase Three-Dimensional Level Set Segmentation of Brain MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Comparison of Ventricular Geometry for Two Real Time 3D Ultrasound Machines With Three Dimensional Level Set.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Fusion of Brushlet and Wavelet Denoising Methods for Nuclear Images.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
De-noising SPECT/PET Images Using Cross-Scale Regularization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

2002
Improving statistics for hybrid segmentation of high-resolution multichannel images.
Proceedings of the Medical Imaging 2002: Image Processing, 2002

Harmonic multiresolution estimators for denoising and regularization of SPECT-PET data.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
LV Volume Quantification via Spatio-Temporal Analysis of Real-Time 3D Echocardiography.
IEEE Trans. Medical Imaging, 2001

1999
Directional Representations of 4D Echocardiography for Temporal Quantification of LV Volume.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999


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