Gemma Piella

ORCID

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 66

Top Venues

CoRR

Medical Image Anal.

Comput. Methods Programs Biomed.

IEEE Trans. Medical Imaging

Publications

Andrea Urru, Ayako Nakaki, Oualid M. Benkarim, Francesca Crovetto, Laura Segalés, Valentin Comte, Nadine Hahner, Elisenda Eixarch, Eduard Gratacós, Fátima Crispi, Gemma Piella, Miguel Ángel González Ballester
An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis. Comput. Methods Programs Biomed. 230 (2023)
Amelia Jiménez-Sánchez, Mickael Tardy, Miguel Ángel González Ballester, Diana Mateus, Gemma Piella
Memory-aware curriculum federated learning for breast cancer classification. Comput. Methods Programs Biomed. 229 (2023)
Valentin Comte, Mireia Alenyà, Andrea Urru, Judith Recober, Ayako Nakaki, Francesca Crovetto, Oscar Camara, Eduard Gratacós, Elisenda Eixarch, Fátima Crispi, Gemma Piella, Mario Ceresa, Miguel Ángel González Ballester
Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded Registration. CoRR (2023)
Marta Saiz-Vivó, Isaac Capallera, Nicolas Duchateau, Gabriel Bernardino, Gemma Piella, Oscar Camara
Localizing Cardiac Dyssynchrony in M-mode Echocardiography with Attention Maps. FIMH (2023)
Araceli Morales, Antònia Alomar, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. Pattern Recognit. 139 (2023)
Gerard Martí-Juan, Marco Lorenzi, Gemma Piella, Alzheimer's Disease Neuroimaging Initiative
MC-RVAE: Multi-channel recurrent variational autoencoder for multimodal Alzheimer's disease progression modelling. NeuroImage 268 (2023)
Álvaro José Bocanegra, Diego Penela, Rafael Sebastián, Guillermo Jiménez-Pérez, Andrea Saglietto, David Soto-Iglesias, Antonio Berruezo, Gemma Piella, Oscar Camara
Automatic Prediction of the Origin in Outflow Tract Ventricular Arrhythmias with Machine Learning Combining Clinical Data and Electrocardiogram Analysis. CinC (2023)
Araceli Morales, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. CoRR (2022)
Marta Saiz-Vivó, Jordi Mill, Josquin Harrison, Guillermo Jiménez-Pérez, Benoit Legghe, Xavier Iriart, Hubert Cochet, Gemma Piella, Maxime Sermesant, Oscar Camara
Unsupervised Machine Learning Exploration of Morphological and Haemodynamic Indices to Predict Thrombus Formation in the Left Atrial Appendage. STACOM@MICCAI (2022)
Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno
Reconstruction of the fetus face from three-dimensional ultrasound using a newborn face statistical shape model. Comput. Methods Programs Biomed. 221 (2022)
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty. Medical Image Anal. 75 (2022)
Guillem Simeon, Gemma Piella, Oscar Camara, Deborah Pareto
Riemannian Geometry of Functional Connectivity Matrices for Multi-Site Attention-Deficit/Hyperactivity Disorder Data Harmonization. Frontiers Neuroinformatics 16 (2022)
Andrea Urru, Ayako Nakaki, Oualid M. Benkarim, Francesca Crovetto, Laura Segales, Valentin Comte, Nadine Hahner, Elisenda Eixarch, Eduard Gratacós, Fátima Crispi, Gemma Piella, Miguel Ángel González Ballester
An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis. CoRR (2022)
Oualid M. Benkarim, Casey Paquola, Bo-yong Park, Jessica Royer, Raúl Rodríguez-Cruces, Reinder Vos de Wael, Bratislav Misic, Gemma Piella, Boris C. Bernhardt
A Riemannian approach to predicting brain function from the structural connectome. NeuroImage 257 (2022)
Xavier Rafael-Palou, Anton Aubanell, Mario Ceresa, Vicent J. Ribas, Gemma Piella, Miguel Ángel González Ballester
An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth. CoRR (2021)
Xavier Rafael-Palou, Anton Aubanell, Mario Ceresa, Vicent J. Ribas, Gemma Piella, Miguel Ángel González Ballester
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans. CoRR (2021)
Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks. Medical Image Anal. 67 (2021)
Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno
3D Fetal Face Reconstruction from Ultrasound Imaging. VISIGRAPP (4: VISAPP) (2021)
Araceli Morales, Gemma Piella, Federico M. Sukno
Survey on 3D face reconstruction from uncalibrated images. Comput. Sci. Rev. 40 (2021)
Amelia Jiménez-Sánchez, Mickael Tardy, Miguel Ángel González Ballester, Diana Mateus, Gemma Piella
Memory-aware curriculum federated learning for breast cancer classification. CoRR (2021)
Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
Pulmonary Nodule Malignancy Classification Using its Temporal Evolution with Two-Stream 3D Convolutional Neural Networks. CoRR (2020)
Ilaria Bonavita, Xavier Rafael-Palou, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline. Comput. Methods Programs Biomed. 185 (2020)
Jordina Torrents-Barrena, Gemma Piella, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
Deep Q-CapsNet Reinforcement Learning Framework for Intrauterine Cavity Segmentation in TTTS Fetal Surgery Planning. IEEE Trans. Medical Imaging 39 (10) (2020)
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
Medical-based Deep Curriculum Learning for Improved Fracture Classification. CoRR (2020)
Mariana A. Nogueira, Mathieu De Craene, Sergio Sanchez-Martinez, Devyani Chowdhury, Bart H. Bijnens, Gemma Piella
Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction. Medical Image Anal. 60 (2020)
Araceli Morales, Gemma Piella, Federico M. Sukno
Survey on 3D face reconstruction from uncalibrated images. CoRR (2020)
Gerard Martí-Juan, Gerard Sanroma-Guell, Gemma Piella
A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer's disease. Comput. Methods Programs Biomed. 189 (2020)
Araceli Morales, Antonio R. Porras, Liyun Tu, Marius George Linguraru, Gemma Piella, Federico M. Sukno
Spectral Correspondence Framework for Building a 3D Baby Face Model. FG (2020)
Oualid M. Benkarim, Gemma Piella, Islem Rekik, Nadine Hahner, Elisenda Eixarch, Dinggang Shen, Gang Li, Miguel Ángel González Ballester, Gerard Sanroma
A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly. Medical Image Anal. 64 (2020)
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
Curriculum learning for annotation-efficient medical image analysis: scheduling data with prior knowledge and uncertainty. CoRR (2020)
Jordina Torrents-Barrena, Gemma Piella, Brenda Valenzuela-Alcaraz, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
TTTS-STgan: Stacked Generative Adversarial Networks for TTTS Fetal Surgery Planning Based on 3D Ultrasound. IEEE Trans. Medical Imaging 39 (11) (2020)
Jordina Torrents-Barrena, Rocío López-Velazco, Gemma Piella, Narcís Masoller, Brenda Valenzuela-Alcaraz, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
TTTS-GPS: Patient-specific preoperative planning and simulation platform for twin-to-twin transfusion syndrome fetal surgery. Comput. Methods Programs Biomed. 179 (2019)
Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
Re-Identification and Growth Detection of Pulmonary Nodules without Image Registration Using 3D Siamese Neural Networks. CoRR (2019)
Ilaria Bonavita, Xavier Rafael-Palou, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline. CoRR (2019)
Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
Automatic Segmentation Of the Placenta and its Peripheral Vasculature in Volumetric Ultrasound for TTTS Fetal Surgery. ISBI (2019)
Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects. Medical Image Anal. 51 (2019)
Veronika A. Zimmer, Miguel Ángel González Ballester, Gemma Piella
Multimodal image registration using Laplacian commutators. Inf. Fusion 49 (2019)
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
Medical-based Deep Curriculum Learning for Improved Fracture Classification. MICCAI (6) (2019)
Santi Puch, Irina Sánchez, Aura Hernández, Gemma Piella, Vesna Prchkovska
Global Planar Convolutions for improved context aggregation in Brain Tumor Segmentation. CoRR (2019)
Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI. Medical Image Anal. 54 (2019)
Liyun Tu, Antonio R. Porras, Araceli Morales, Daniel A. Perez, Gemma Piella, Federico Sukno, Marius George Linguraru
Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes. UNSURE/CLIP@MICCAI (2019)
Oualid M. Benkarim, Gemma Piella, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester, Gerard Sanroma
Patch spaces and fusion strategies in patch-based label fusion. Comput. Medical Imaging Graph. 71 (2019)
Araceli Morales, Gemma Piella, Oriol Martínez, Federico M. Sukno
A Quantitative Comparison of Methods for 3D Face Reconstruction from 2D Images. FG (2018)
Hans Martin Kjer, Jens Fagertun, Wilhelm Wimmer, Nicolas Gerber, Sergio Vera, Livia Barazzetti, Nerea Mangado Lopez, Mario Ceresa, Gemma Piella, Thomas Stark, Martin Stauber, Mauricio Reyes, Stefan Weber, Marco Caversaccio, Miguel Ángel González Ballester, Rasmus R. Paulsen
Patient-specific estimation of detailed cochlear shape from clinical CT images. Int. J. Comput. Assist. Radiol. Surg. 13 (3) (2018)
Oualid M. Benkarim, Gerard Sanroma, Gemma Piella, Islem Rekik, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester, Dinggang Shen, Gang Li
Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding. MICCAI (3) (2018)
Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Oscar Camara, Guorong Wu, Dinggang Shen, Juan Domingo Gispert, José Luis Molinuevo, Miguel Ángel González Ballester, Alzheimer's Disease Neuroimaging Initiative
Learning non-linear patch embeddings with neural networks for label fusion. Medical Image Anal. 44 (2018)
Santi Puch, Irina Sánchez, Aura Hernández, Gemma Piella, Vesna Prckovska
Global Planar Convolutions for Improved Context Aggregation in Brain Tumor Segmentation. BrainLes@MICCAI (2) (2018)
Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
Fetal MRI Synthesis via Balanced Auto-Encoder Based Generative Adversarial Networks. EMBC (2018)
Esmeralda Ruiz Pujadas, Gemma Piella, Hans Martin Kjer, Miguel Ángel González Ballester
Random walks with statistical shape prior for cochlea and inner ear segmentation in micro-CT images. Mach. Vis. Appl. 29 (3) (2018)
Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Karim Lekadir, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester
Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation. Comput. Medical Imaging Graph. 69 (2018)
Jing Xia, Caiming Zhang, Fan Wang, Oualid M. Benkarim, Gerard Sanroma, Gemma Piella, Miguel Ángel González Ballester, Nadine Hahner, Elisenda Eixarch, Dinggang Shen, Gang Li
Fetal cortical parcellation based on growth patterns. ISBI (2018)
Antonio R. Porras, Gemma Piella, Wonsang You, Catherine Limperopoulos, Marius George Linguraru
Quantification of oxygen changes in the placenta from BOLD MR image sequences. Medical Imaging: Computer-Aided Diagnosis (2017)
Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
On the Role of Patch Spaces in Patch-Based Label Fusion. Patch-MI@MICCAI (2017)
Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
Discriminative confidence estimation for probabilistic multi-atlas label fusion. Medical Image Anal. 42 (2017)
Gerard Sanroma, Víctor Andrea, Oualid M. Benkarim, José V. Manjón, Pierrick Coupé, Oscar Camara, Gemma Piella, Miguel Ángel González Ballester
Early Prediction of Alzheimer's Disease with Non-local Patch-Based Longitudinal Descriptors. Patch-MI@MICCAI (2017)
Sergio Sanchez-Martinez, Nicolas Duchateau, Tamás Erdei, Alan Fraser, Bart H. Bijnens, Gemma Piella
Characterization of myocardial motion patterns by unsupervised multiple kernel learning. Medical Image Anal. 35 (2017)
Veronika A. M. Zimmer, Ben Glocker, Nadine Hahner, Elisenda Eixarch, Gerard Sanromá, Eduard Gratacós, Daniel Rueckert, Miguel Ángel González Ballester, Gemma Piella
Learning and combining image neighborhoods using random forests for neonatal brain disease classification. Medical Image Anal. 42 (2017)
Mariana A. Nogueira, Gemma Piella, Sergio Sanchez-Martinez, Hélène Langet, Eric Saloux, Bart H. Bijnens, Mathieu De Craene
Characterizing Patterns of Response During Mild Stress-Testing in Continuous Echocardiography Recordings Using a Multiview Dimensionality Reduction Technique. FIMH (2017)
Esmeralda Ruiz Pujadas, Hans Martin Kjer, Gemma Piella, Mario Ceresa, Miguel Ángel González Ballester
Random walks with shape prior for cochlea segmentation in ex vivo \(\mu \hbox {CT}\). Int. J. Comput. Assist. Radiol. Surg. 11 (9) (2016)
Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
Enhanced Probabilistic Label Fusion by Estimating Label Confidences Through Discriminative Learning. MICCAI (2) (2016)
Esmeralda Ruiz Pujadas, Hans Martin Kjer, Gemma Piella, Miguel Ángel González Ballester
Iterated random walks with shape prior. Image Vis. Comput. 54 (2016)
Antonio R. Porras, Martino Alessandrini, Oana Mirea, Jan D'hooge, Alejandro F. Frangi, Gemma Piella
Integration of Multi-Plane Tissue Doppler and B-Mode Echocardiographic Images for Left Ventricular Motion Estimation. IEEE Trans. Medical Imaging 35 (1) (2016)
Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester
Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic Estimates. MLMI@MICCAI (2016)
David Soto-Iglesias, Diego Penela, Xavier Planes, Veronika A. M. Zimmer, Juan Acosta, David Andreu, Gemma Piella, Rafael Sebastián, Damian Sánchez-Quintana, Antonio Berruezo, Oscar Camara
Quasi-Conformal Technique for Integrating and Validating Myocardial Tissue Characterization in MRI with Ex-Vivo Human Histological Data. STACOM@MICCAI (2016)
Jordi Romera, Hans Martin Kjer, Gemma Piella, Mario Ceresa, Miguel Ángel González Ballester
Multi-region statistical shape model for cochlear implantation. Medical Imaging: Image Processing (2016)
Esmeralda Ruiz Pujadas, Hans Martin Kjer, Gemma Piella, Miguel Ángel González Ballester
Statistical Shape Model with Random Walks for Inner Ear Segmentation. SeSAMI@MICCAI (2016)
Sergio Sanchez-Martinez, Nicolas Duchateau, Bart H. Bijnens, Tamás Erdei, Alan Fraser, Gemma Piella
Characterization of Myocardial Velocities by Multiple Kernel Learning: Application to Heart Failure with Preserved Ejection Fraction. FIMH (2015)
Toni Lassila, Matthias Lange, Antonio R. Porras Perez, Karim Lekadir, Xènia Albà, Gemma Piella, Alejandro F. Frangi
Electrophysiology Model for a Human Heart with Ischemic Scar and Realistic Purkinje Network. STACOM@MICCAI (2015)
Nerea Mangado Lopez, Mario Ceresa, Hector Dejea Velardo, Hans Martin Kjer, Sergio Vera, Rasmus R. Paulsen, Jens Fagertun, Pavel Mistrik, Gemma Piella, Miguel Ángel González Ballester
Monopolar Stimulation of the Implanted Cochlea: A Synthetic Population-Based Study. CLIP@MICCAI (2015)
Veronika A. M. Zimmer, Ben Glocker, Paul Aljabar, Serena J. Counsell, Mary A. Rutherford, A. David Edwards, Joseph V. Hajnal, Miguel Ángel González Ballester, Daniel Rueckert, Gemma Piella
Learning and Combining Image Similarities for Neonatal Brain Population Studies. MLMI (2015)
Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Guorong Wu, Xiaofeng Zhu, Dinggang Shen, Miguel Ángel González Ballester
Discriminative Dimensionality Reduction for Patch-Based Label Fusion. MLMMI@ICML (2015)
Veronika A. M. Zimmer, Karim Lekadir, Corné Hoogendoorn, Alejandro F. Frangi, Gemma Piella
A framework for optimal kernel-based manifold embedding of medical image data. Comput. Medical Imaging Graph. 41 (2015)
Veronika A. M. Zimmer, Gemma Piella
An Adaptive Multiscale Similarity Measure for Non-rigid Registration. WBIR (2014)
Gemma Piella
Diffusion Maps for Multimodal Registration. Sensors 14 (6) (2014)
Antonio R. Porras, Martino Alessandrini, Mathieu De Craene, Nicolas Duchateau, Marta Sitges, Bart H. Bijnens, Hervé Delingette, Maxime Sermesant, Jan D'hooge, Alejandro F. Frangi, Gemma Piella
Improved Myocardial Motion Estimation Combining Tissue Doppler and B-Mode Echocardiographic Images. IEEE Trans. Medical Imaging 33 (11) (2014)
Jürgen Weese, Alexandra Groth, Hannes Nickisch, Hans Barschdorf, Frank M. Weber, Jérôme Velut, M. Castro, Christine Toumoulin, Jean-Louis Coatrieux, Mathieu De Craene, Gemma Piella, Catalina Tobon-Gomez, Alejandro F. Frangi, David C. Barber, Izra Valverde, Yubing Shi, Cristina Staicu, A. Brown, Philipp Beerbaum, D. Rodney Hose
Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations. Medical Biol. Eng. Comput. 51 (11) (2013)
Mathieu De Craene, Stéphanie Marchesseau, Brecht Heyde, Hang Gao, Martino Alessandrini, Olivier Bernard, Gemma Piella, Antonio R. Porras, Lennart Tautz, Anja Hennemuth, Adityo Prakosa, Hervé Liebgott, Oudom Somphone, Pascal Allain, Shérif Makram-Ebeid, Hervé Delingette, Maxime Sermesant, Jan D'hooge, Eric Saloux
3D Strain Assessment in Ultrasound (Straus): A Synthetic Comparison of Five Tracking Methodologies. IEEE Trans. Medical Imaging 32 (9) (2013)
Nicolas Duchateau, Gemma Piella, Adelina Doltra, Lluís Mont, Josep Brugada, Marta Sitges, Bart H. Bijnens, Mathieu De Craene
Manifold Learning Characterization of Abnormal Myocardial Motion Patterns: Application to CRT-Induced Changes. FIMH (2013)
Ali Pashaei, Gemma Piella, Nicolas Duchateau, Luigi Gabrielli, Oscar Camara
Image-Based Estimation of Myocardial Acceleration Using TDFFD: A Phantom Study. STACOM (2013)
Veronika A. M. Zimmer, Roger Fonolla, Karim Lekadir, Gemma Piella, Corné Hoogendoorn, Alejandro F. Frangi
Patient-Specific Manifold Embedding of Multispectral Images Using Kernel Combinations. MLMI (2013)
Ali Pashaei, Gemma Piella, Xavier Planes, Nicolas Duchateau, Teresa María de Caralt, Marta Sitges, Alejandro F. Frangi
Image based cardiac acceleration map using statistical shape and 3D+t myocardial tracking models; in-vitro study on heart phantom. Medical Imaging: Image-Guided Procedures (2013)
Gemma Piella, Mathieu De Craene, Constantine Butakoff, Vicente Grau, Cheng Yao, Shahrum Nedjati-Gilani, Graeme P. Penney, Alejandro F. Frangi
Multiview diffeomorphic registration: Application to motion and strain estimation from 3D echocardiography. Medical Image Anal. 17 (3) (2013)
Antonio R. Porras, Gemma Piella, Antonio Berruezo, Corné Hoogendoorn, David Andreu, Juan Fernandez-Armenta, Marta Sitges, Alejandro F. Frangi
Interventional Endocardial Motion Estimation from Electroanatomical Mapping Data: Application to Scar Characterization. IEEE Trans. Biomed. Eng. 60 (5) (2013)
Antonio R. Porras, Mathieu De Craene, Nicolas Duchateau, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi, Gemma Piella
Myocardial Motion Estimation Combining Tissue Doppler and B-mode Echocardiographic Images. MICCAI (2) (2013)
Antonio R. Porras, Gemma Piella, Corné Hoogendoorn, David Andreu, Antonio Berruezo, Alejandro F. Frangi
Endocardial motion estimation from electro-anatomical data. ISBI (2012)
Mathieu De Craene, Gemma Piella, Oscar Camara, Nicolas Duchateau, Etelvino Silva, Adelina Doltra, Jan D'hooge, Josep Brugada, Marta Sitges, Alejandro F. Frangi
Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography. Medical Image Anal. 16 (2) (2012)
Gemma Piella, Antonio R. Porras, Mathieu De Craene, Nicolas Duchateau, Alejandro F. Frangi
Temporal Diffeomorphic Free Form Deformation to Quantify Changes Induced by Left and Right Bundle Branch Block and Pacing. STACOM (2012)
Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Alejandro F. Frangi
Constrained manifold learning for the characterization of pathological deviations from normality. Medical Image Anal. 16 (8) (2012)
Mathieu De Craene, Nicolas Duchateau, Catalina Tobon-Gomez, Babak Ghafaryasl, Gemma Piella, Kawal S. Rhode, Alejandro F. Frangi
SPM to the heart: Mapping of 4D continuous velocities for motion abnormality quantification. ISBI (2012)
Antonio R. Porras, Gemma Piella, Oscar Camara, Etelvino Silva, David Andreu, Antonio Berruezo, Alejandro F. Frangi
Cardiac Deformation from Electro-Anatomical Mapping Data: Application to Scar Characterization. FIMH (2011)
Mathieu De Craene, Catalina Tobon-Gomez, Constantine Butakoff, Nicolas Duchateau, Gemma Piella, Kawal S. Rhode, Alejandro F. Frangi
Temporal Diffeomorphic Free Form Deformation (TDFFD) Applied to Motion and Deformation Quantification of Tagged MRI Sequences. STACOM (2011)
Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Alejandro F. Frangi
Characterizing Pathological Deviations from Normality Using Constrained Manifold-Learning. MICCAI (3) (2011)
Gemma Piella, Mathieu De Craene, Cheng Yao, Graeme P. Penney, Alejandro F. Frangi
Multiview Diffeomorphic Registration for Motion and Strain Estimation from 3D Ultrasound Sequences. FIMH (2011)
Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Etelvino Silva, Adelina Doltra, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi
A spatiotemporal statistical atlas of motion for the quantification of abnormal myocardial tissue velocities. Medical Image Anal. 15 (3) (2011)
Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Corné Hoogendoorn, Etelvino Silva, Adelina Doltra, Lluís Mont, Ma Angeles Castel, Josep Brugada, Marta Sitges
Atlas-Based Quantification of Myocardial Motion Abnormalities: Added-value for the Understanding of CRT Outcome? STACOM/CESC (2010)
Mathieu De Craene, Gemma Piella, Nicolas Duchateau, Etel Silva, Adelina Doltra, Hang Gao, Jan D'hooge, Oscar Camara, Josep Brugada, Marta Sitges
Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3D-US Images. MICCAI (2) (2010)
Mathieu De Craene, Federico Sukno, Catalina Tobon-Gomez, Constantine Butakoff, Rosa M. Figueras i Ventura, Corné Hoogendoorn, Gemma Piella, Nicolas Duchateau, Emma Muñoz-Moreno, Rafael Sebastián
Atlas Construction and Image Analysis Using Statistical Cardiac Models. STACOM/CESC (2010)
Gemma Piella
Image Fusion for Enhanced Visualization: A Variational Approach. Int. J. Comput. Vis. 83 (1) (2009)
Oscar Camara, Estanislao Oubel, Gemma Piella, Simone Balocco, Mathieu De Craene, Alejandro F. Frangi
Multi-sequence Registration of Cine, Tagged and Delay-Enhancement MRI with Shift Correction and Steerable Pyramid-Based Detagging. FIMH (2009)
Gemma Piella
A variational approach for image fusion visualization. EUSIPCO (2008)

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Gemma Piella