Elsa D. Angelini
Orcid: 0000-0002-1602-300X
According to our database1,
Elsa D. Angelini
authored at least 143 papers
between 1999 and 2024.
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Bibliography
2024
Robust deep labeling of radiological emphysema subtypes using squeeze and excitation convolutional neural networks: The MESA Lung and SPIROMICS Studies.
CoRR, 2024
Robust Quantification of Percent Emphysema on CT via Domain Attention: the Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study.
CoRR, 2024
Scribble-based fast weak-supervision and interactive corrections for segmenting whole slide images.
CoRR, 2024
2023
IEEE J. Biomed. Health Informatics, June, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Medical Image Anal., 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 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.
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Proceedings of the Biomedical Simulation, 5th International Symposium, 2010
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 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
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
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
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
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
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
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
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
Int. J. Biomed. Imaging, 2007
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
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
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007
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
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
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
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
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
2002
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