List of works - Gemma Piella

3D strain assessment in ultrasound (Straus): a synthetic comparison of five tracking methodologies.

scientific article published on 6 May 2013

A framework for optimal kernel-based manifold embedding of medical image data.

scientific article

Analysis of Uncertainty and Variability in Finite Element Computational Models for Biomedical Engineering: Characterization and Propagation

scientific article

Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction

scientific article published on 06 November 2019

Atlas-based quantification of myocardial motion abnormalities: added-value for understanding the effect of cardiac resynchronization therapy.

scientific article published on 12 October 2012

Automatic Model Generation Framework for Computational Simulation of Cochlear Implantation.

scientific article published on 29 December 2015

Characterization of myocardial motion patterns by unsupervised multiple kernel learning.

scientific article published on 11 June 2016

Characterizing pathological deviations from normality using constrained manifold-learning

scientific article published in 2011

Computational Evaluation of Cochlear Implant Surgery Outcomes Accounting for Uncertainty and Parameter Variability.

scientific article

Cortical folding alterations in fetuses with isolated non-severe ventriculomegaly.

scientific article published on 28 January 2018

Diffusion maps for multimodal registration

scientific article published on 16 June 2014

Discriminative confidence estimation for probabilistic multi-atlas label fusion.

scientific article published in September 2017

FETAL CORTICAL PARCELLATION BASED ON GROWTH PATTERNS.

scientific article published in April 2018

Fetal MRI Synthesis via Balanced Auto-Encoder Based Generative Adversarial Networks

scientific article published on 01 July 2018

Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI

scientific article published on 28 March 2019

Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations.

scientific article published on 30 January 2013

Global and Regional Changes in Cortical Development Assessed by MRI in Fetuses with Isolated Nonsevere Ventriculomegaly Correlate with Neonatal Neurobehavior

scientific article published on 01 September 2019

Improved Myocardial Motion Estimation Combining Tissue Doppler and B-Mode Echocardiographic Images

scientific article published on 17 June 2014

Integration of Multi-Plane Tissue Doppler and B-Mode Echocardiographic Images for Left Ventricular Motion Estimation.

scientific article published on 15 July 2015

Interventional endocardial motion estimation from electroanatomical mapping data: application to scar characterization.

scientific article

Learning and Combining Image Similarities for Neonatal Brain Population Studies

Learning and combining image neighborhoods using random forests for neonatal brain disease classification

scientific article

Learning non-linear patch embeddings with neural networks for label fusion.

scientific article

Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation

scientific article published on 28 August 2018

Machine Learning Analysis of Left Ventricular Function to Characterize Heart Failure With Preserved Ejection Fraction.

scientific article published in April 2018

Patch spaces and fusion strategies in patch-based label fusion

scientific article published on 06 December 2018

Patient-specific estimation of detailed cochlear shape from clinical CT images.

scientific article published on 6 January 2018

Pre to Intraoperative Data Fusion Framework for Multimodal Characterization of Myocardial Scar Tissue.

scientific article

Random walks with shape prior for cochlea segmentation in ex vivo [Formula: see text].

scientific article

Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding

scientific article published on 13 September 2018

Revealing heterogeneity of brain imaging phenotypes in Alzheimer's disease based on unsupervised clustering of blood marker profiles

scientific article published on 04 March 2019

Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects

scientific article published on 19 October 2018

Temporal diffeomorphic free-form deformation for strain quantification in 3D-US images

scientific article published in 2010

Temporal diffeomorphic free-form deformation: application to motion and strain estimation from 3D echocardiography.

scientific article published on 15 November 2011

Toward the automatic quantification of in utero brain development in 3D structural MRI: A review

scientific article published on 14 February 2017

Towards a Complete In Silico Assessment of the Outcome of Cochlear Implantation Surgery

scientific article published on 24 August 2017

List of works by Gemma Piella

3D strain assessment in ultrasound (Straus): a synthetic comparison of five tracking methodologies.

A framework for optimal kernel-based manifold embedding of medical image data.

Analysis of Uncertainty and Variability in Finite Element Computational Models for Biomedical Engineering: Characterization and Propagation

Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction

Atlas-based quantification of myocardial motion abnormalities: added-value for understanding the effect of cardiac resynchronization therapy.

Automatic Model Generation Framework for Computational Simulation of Cochlear Implantation.

Characterization of myocardial motion patterns by unsupervised multiple kernel learning.

Characterizing pathological deviations from normality using constrained manifold-learning

Computational Evaluation of Cochlear Implant Surgery Outcomes Accounting for Uncertainty and Parameter Variability.

Cortical folding alterations in fetuses with isolated non-severe ventriculomegaly.

Diffusion maps for multimodal registration

Discriminative confidence estimation for probabilistic multi-atlas label fusion.

FETAL CORTICAL PARCELLATION BASED ON GROWTH PATTERNS.

Fetal MRI Synthesis via Balanced Auto-Encoder Based Generative Adversarial Networks

Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI

Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations.

Global and Regional Changes in Cortical Development Assessed by MRI in Fetuses with Isolated Nonsevere Ventriculomegaly Correlate with Neonatal Neurobehavior

Improved Myocardial Motion Estimation Combining Tissue Doppler and B-Mode Echocardiographic Images

Integration of Multi-Plane Tissue Doppler and B-Mode Echocardiographic Images for Left Ventricular Motion Estimation.

Interventional endocardial motion estimation from electroanatomical mapping data: application to scar characterization.

Learning and Combining Image Similarities for Neonatal Brain Population Studies

Learning and combining image neighborhoods using random forests for neonatal brain disease classification

Learning non-linear patch embeddings with neural networks for label fusion.

Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation

Machine Learning Analysis of Left Ventricular Function to Characterize Heart Failure With Preserved Ejection Fraction.

Patch spaces and fusion strategies in patch-based label fusion

Patient-specific estimation of detailed cochlear shape from clinical CT images.

Pre to Intraoperative Data Fusion Framework for Multimodal Characterization of Myocardial Scar Tissue.

Random walks with shape prior for cochlea segmentation in ex vivo [Formula: see text].

Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding

Revealing heterogeneity of brain imaging phenotypes in Alzheimer's disease based on unsupervised clustering of blood marker profiles

Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects

Temporal diffeomorphic free-form deformation for strain quantification in 3D-US images

Temporal diffeomorphic free-form deformation: application to motion and strain estimation from 3D echocardiography.

Toward the automatic quantification of in utero brain development in 3D structural MRI: A review

Towards a Complete In Silico Assessment of the Outcome of Cochlear Implantation Surgery