Gemma Piella - RankMe

132 papers B 3Misc 1Journal 73Unranked 55

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep learnable spectral decomposition of 3D baby faces. Pattern Recognit. Michael Zappe, Antònia Alomar, Marius George Linguraru, Gemma Piella, Federico M. Sukno
2026	J	`jnl`	The biomedical engineer's pledge: overview and context. Medical Biol. Eng. Comput. Antoni Ivorra, Txetxu Ausín, Laura Becerra-Fajardo, Antonio J. del Ama, Jesus Minguillon, Aracelys García-Moreno, Jordi Aguiló, Filipe Oliveira Barroso, Bart Bijnens, Oscar Camara, Sara Capdevila, Roger Castellanos Fernandez, Rafael V. Davalos, Jean-Louis Divoux, Ahmed Eladly, Dario Farina, Carla García Hombravella, Raquel González López, Cesar A. Gonzalez, Jordi Grífols, Felipe Maglietti, Shahid Malik, Elad Maor, Guillermo Marshall, Berta Mateu Yus, Lluis M. Mir, Juan C. Moreno, Xavier Navarro, Núria Noguera, Andrés Ozaita, Gemma Piella, José Luis Pons, Rita Quesada, Pilar Rivera-Gil, Boris Rubinsky, Aurelio Ruiz Garcia, Albert Ruiz-Vargas, Maria Sánchez Sánchez, Andreas Schneider-Ickert, Ting Shu, Rosa Villa Sanz, Bing Zhang, Gema Revuelta
2026	J	`jnl`	Unlocking 3D baby face photogrammetry: Multi-view BabyMorph reconstruction from uncalibrated photographs. Expert Syst. Appl. Antònia Alomar, Gemma Piella, Esperanza Mantilla-Rivas, Austin Tapp, Antonio R. Porras, Ricardo Rubio, Silvia Maya-Enero, Federico M. Sukno, Marius George Linguraru
2025	J	`jnl`	3DFETUS: Deep Learning-Based Standardization of Facial Planes in 3D Ultrasound. CoRR Antònia Alomar, Ricardo Rubio, Gerard Albaiges, Laura Salort, Julia Caminal, Maria Prat, Carolina Rueda, Berta Cortes, Gemma Piella, Federico Sukno
2025	J	`jnl`	BabyFM: Towards accurate 3D baby facial models using spectral decomposition and asymmetry swapping. Comput. Biol. Medicine Araceli Morales, Antònia Alomar, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno
2025	J	`jnl`	BabyFlow: 3D modeling of realistic and expressive infant faces. CoRR Antònia Alomar, Mireia Masias, Marius George Linguraru, Federico M. Sukno, Gemma Piella
2025	J	`jnl`	Digital twin integrating clinical, morphological and hemodynamic data to identify stroke risk factors. npj Digit. Medicine Marta Saiz-Vivó, Jordi Mill, Xavier Iriart, Hubert Cochet, Gemma Piella, Maxime Sermesant, Oscar Camara
2025	J	`jnl`	From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification. CoRR Valentin Comte, Gemma Piella, Mario Ceresa, Miguel Ángel González Ballester
2025	J	`jnl`	Uncertainty-Aware Segmentation Quality Prediction via Deep Learning Bayesian Modeling: Comprehensive Evaluation and Interpretation on Skin Cancer and Liver Segmentation. CoRR O. K. Sikha, Meritxell Riera-Marin, Adrian Galdran, Javier García López, Júlia Rodríguez-Comas, Gemma Piella, Miguel Ángel González Ballester
2025	J	`jnl`	Uncertainty-aware segmentation quality prediction via deep learning Bayesian Modeling: Comprehensive evaluation and interpretation on skin cancer and liver segmentation. Comput. Medical Imaging Graph. O. K. Sikha, Meritxell Riera-Marin, Adrian Galdran, Javier García López, Júlia Rodríguez-Comas, Gemma Piella, Miguel Ángel González Ballester
2024	—	`conf`	Automatic Facial Axes Standardization of 3D Fetal Ultrasound Images. ASMUS@MICCAI Antònia Alomar, Ricardo Rubio, Laura Salort, Gerard Albaiges, Antoni Payà, Gemma Piella, Federico Sukno
2024	J	`jnl`	Automatic facial axes standardization of 3D fetal ultrasound images. CoRR Antònia Alomar, Ricardo Rubio, Laura Salort, Gerard Albaiges, Antonio Paya, Gemma Piella, Federico Sukno
2024	—	`conf`	OBBabyFace: Oriented Bounding Box for Infant Face Detection. DeLTA (2) José Carlos Reyes-Hernández, Antònia Alomar, Ricardo Rubio, Gemma Piella, Federico Sukno
2024	—	`conf`	Pixel2Mechanics: Automated Biomechanical Simulations of High-Resolution Intervertebral Discs from Anisotropic MRIs. MICCAI (7) Sai Natarajan, Estefano Muñoz-Moya, Carlos Ruiz Wills, Gemma Piella, Jérôme Noailly, Ludovic Humbert, Miguel Ángel González Ballester
2024	—	`conf`	Uncertainty Aware Segmentation Quality Assessment in Medical Images. ISBI O. K. Sikha, Adrian Galdran, Meritxell Riera-Marin, Javier García, Júlia Rodríguez-Comas, Gemma Piella, Miguel Ángel González Ballester
2023	J	`jnl`	An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis. Comput. Methods Programs Biomed. 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
2023	—	`conf`	Automatic Prediction of the Origin in Outflow Tract Ventricular Arrhythmias with Machine Learning Combining Clinical Data and Electrocardiogram Analysis. CinC Álvaro José Bocanegra, Diego Penela, Rafael Sebastián, Guillermo Jiménez-Pérez, Andrea Saglietto, David Soto-Iglesias, Antonio Berruezo, Gemma Piella, Oscar Camara
2023	J	`jnl`	BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. Pattern Recognit. Araceli Morales, Antònia Alomar, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno
2023	—	`conf`	Localizing Cardiac Dyssynchrony in M-mode Echocardiography with Attention Maps. FIMH Marta Saiz-Vivó, Isaac Capallera, Nicolas Duchateau, Gabriel Bernardino, Gemma Piella, Oscar Camara
2023	J	`jnl`	MC-RVAE: Multi-channel recurrent variational autoencoder for multimodal Alzheimer's disease progression modelling. NeuroImage Gerard Martí-Juan, Marco Lorenzi, Gemma Piella, Alzheimer's Disease Neuroimaging Initiative
2023	J	`jnl`	Memory-aware curriculum federated learning for breast cancer classification. Comput. Methods Programs Biomed. Amelia Jiménez-Sánchez, Mickael Tardy, Miguel Ángel González Ballester, Diana Mateus, Gemma Piella
2023	J	`jnl`	Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded Registration. CoRR 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
2022	J	`jnl`	A Riemannian approach to predicting brain function from the structural connectome. NeuroImage Oualid M. Benkarim, Casey Paquola, Bo-yong Park, Jessica Royer, Raúl Rodríguez-Cruces, Reinder Vos de Wael, Bratislav Misic, Gemma Piella, Boris C. Bernhardt
2022	J	`jnl`	An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis. CoRR 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
2022	J	`jnl`	BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. CoRR Araceli Morales, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno
2022	J	`jnl`	Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty. Medical Image Anal. Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
2022	J	`jnl`	Reconstruction of the fetus face from three-dimensional ultrasound using a newborn face statistical shape model. Comput. Methods Programs Biomed. Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno
2022	J	`jnl`	Riemannian Geometry of Functional Connectivity Matrices for Multi-Site Attention-Deficit/Hyperactivity Disorder Data Harmonization. Frontiers Neuroinformatics Guillem Simeon, Gemma Piella, Oscar Camara, Deborah Pareto
2022	—	`conf`	Unsupervised Machine Learning Exploration of Morphological and Haemodynamic Indices to Predict Thrombus Formation in the Left Atrial Appendage. STACOM@MICCAI Marta Saiz-Vivó, Jordi Mill, Josquin Harrison, Guillermo Jiménez-Pérez, Benoit Legghe, Xavier Iriart, Hubert Cochet, Gemma Piella, Maxime Sermesant, Oscar Camara
2021	—	`conf`	3D Fetal Face Reconstruction from Ultrasound Imaging. VISIGRAPP (4: VISAPP) Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno
2021	J	`jnl`	An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth. CoRR Xavier Rafael-Palou, Anton Aubanell, Mario Ceresa, Vicent J. Ribas, Gemma Piella, Miguel Ángel González Ballester
2021	J	`jnl`	Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans. CoRR Xavier Rafael-Palou, Anton Aubanell, Mario Ceresa, Vicent J. Ribas, Gemma Piella, Miguel Ángel González Ballester
2021	J	`jnl`	Memory-aware curriculum federated learning for breast cancer classification. CoRR Amelia Jiménez-Sánchez, Mickael Tardy, Miguel Ángel González Ballester, Diana Mateus, Gemma Piella
2021	J	`jnl`	Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks. Medical Image Anal. Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2021	J	`jnl`	Survey on 3D face reconstruction from uncalibrated images. Comput. Sci. Rev. Araceli Morales, Gemma Piella, Federico M. Sukno
2020	J	`jnl`	A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly. Medical Image Anal. Oualid M. Benkarim, Gemma Piella, Islem Rekik, Nadine Hahner, Elisenda Eixarch, Dinggang Shen, Gang Li, Miguel Ángel González Ballester, Gerard Sanroma
2020	J	`jnl`	A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer's disease. Comput. Methods Programs Biomed. Gerard Martí-Juan, Gerard Sanroma-Guell, Gemma Piella
2020	J	`jnl`	Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction. Medical Image Anal. Mariana A. Nogueira, Mathieu De Craene, Sergio Sanchez-Martinez, Devyani Chowdhury, Bart H. Bijnens, Gemma Piella
2020	J	`jnl`	Curriculum learning for annotation-efficient medical image analysis: scheduling data with prior knowledge and uncertainty. CoRR Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
2020	J	`jnl`	Deep Q-CapsNet Reinforcement Learning Framework for Intrauterine Cavity Segmentation in TTTS Fetal Surgery Planning. IEEE Trans. Medical Imaging Jordina Torrents-Barrena, Gemma Piella, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2020	J	`jnl`	Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline. Comput. Methods Programs Biomed. Ilaria Bonavita, Xavier Rafael-Palou, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2020	J	`jnl`	Medical-based Deep Curriculum Learning for Improved Fracture Classification. CoRR Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
2020	J	`jnl`	Pulmonary Nodule Malignancy Classification Using its Temporal Evolution with Two-Stream 3D Convolutional Neural Networks. CoRR Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2020	B	`conf`	Spectral Correspondence Framework for Building a 3D Baby Face Model. FG Araceli Morales, Antonio R. Porras, Liyun Tu, Marius George Linguraru, Gemma Piella, Federico M. Sukno
2020	J	`jnl`	Survey on 3D face reconstruction from uncalibrated images. CoRR Araceli Morales, Gemma Piella, Federico M. Sukno
2020	J	`jnl`	TTTS-STgan: Stacked Generative Adversarial Networks for TTTS Fetal Surgery Planning Based on 3D Ultrasound. IEEE Trans. Medical Imaging Jordina Torrents-Barrena, Gemma Piella, Brenda Valenzuela-Alcaraz, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2019	—	`conf`	Automatic Segmentation Of the Placenta and its Peripheral Vasculature in Volumetric Ultrasound for TTTS Fetal Surgery. ISBI Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2019	J	`jnl`	Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI. Medical Image Anal. Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2019	J	`jnl`	Global Planar Convolutions for improved context aggregation in Brain Tumor Segmentation. CoRR Santi Puch, Irina Sánchez, Aura Hernández, Gemma Piella, Vesna Prchkovska
2019	J	`jnl`	Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline. CoRR Ilaria Bonavita, Xavier Rafael-Palou, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2019	—	`conf`	Medical-based Deep Curriculum Learning for Improved Fracture Classification. MICCAI (6) Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
2019	J	`jnl`	Multimodal image registration using Laplacian commutators. Inf. Fusion Veronika A. Zimmer, Miguel Ángel González Ballester, Gemma Piella
2019	J	`jnl`	Patch spaces and fusion strategies in patch-based label fusion. Comput. Medical Imaging Graph. Oualid M. Benkarim, Gemma Piella, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester, Gerard Sanroma
2019	J	`jnl`	Re-Identification and Growth Detection of Pulmonary Nodules without Image Registration Using 3D Siamese Neural Networks. CoRR Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2019	J	`jnl`	Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects. Medical Image Anal. Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2019	J	`jnl`	TTTS-GPS: Patient-specific preoperative planning and simulation platform for twin-to-twin transfusion syndrome fetal surgery. Comput. Methods Programs Biomed. Jordina Torrents-Barrena, Rocío López-Velazco, Gemma Piella, Narcís Masoller, Brenda Valenzuela-Alcaraz, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2019	—	`conf`	Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes. UNSURE/CLIP@MICCAI Liyun Tu, Antonio R. Porras, Araceli Morales, Daniel A. Perez, Gemma Piella, Federico Sukno, Marius George Linguraru
2018	B	`conf`	A Quantitative Comparison of Methods for 3D Face Reconstruction from 2D Images. FG Araceli Morales, Gemma Piella, Oriol Martínez, Federico M. Sukno
2018	—	`conf`	Fetal MRI Synthesis via Balanced Auto-Encoder Based Generative Adversarial Networks. EMBC Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2018	—	`conf`	Fetal cortical parcellation based on growth patterns. ISBI 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
2018	—	`conf`	Global Planar Convolutions for Improved Context Aggregation in Brain Tumor Segmentation. BrainLes@MICCAI (2) Santi Puch, Irina Sánchez, Aura Hernández, Gemma Piella, Vesna Prckovska
2018	J	`jnl`	Learning non-linear patch embeddings with neural networks for label fusion. Medical Image Anal. 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
2018	J	`jnl`	Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation. Comput. Medical Imaging Graph. Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Karim Lekadir, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester
2018	J	`jnl`	Patient-specific estimation of detailed cochlear shape from clinical CT images. Int. J. Comput. Assist. Radiol. Surg. 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
2018	J	`jnl`	Random walks with statistical shape prior for cochlea and inner ear segmentation in micro-CT images. Mach. Vis. Appl. Esmeralda Ruiz Pujadas, Gemma Piella, Hans Martin Kjer, Miguel Ángel González Ballester
2018	—	`conf`	Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding. MICCAI (3) Oualid M. Benkarim, Gerard Sanroma, Gemma Piella, Islem Rekik, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester, Dinggang Shen, Gang Li
2017	J	`jnl`	Characterization of myocardial motion patterns by unsupervised multiple kernel learning. Medical Image Anal. Sergio Sanchez-Martinez, Nicolas Duchateau, Tamás Erdei, Alan Fraser, Bart H. Bijnens, Gemma Piella
2017	—	`conf`	Characterizing Patterns of Response During Mild Stress-Testing in Continuous Echocardiography Recordings Using a Multiview Dimensionality Reduction Technique. FIMH Mariana A. Nogueira, Gemma Piella, Sergio Sanchez-Martinez, Hélène Langet, Eric Saloux, Bart H. Bijnens, Mathieu De Craene
2017	J	`jnl`	Discriminative confidence estimation for probabilistic multi-atlas label fusion. Medical Image Anal. Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
2017	—	`conf`	Early Prediction of Alzheimer's Disease with Non-local Patch-Based Longitudinal Descriptors. Patch-MI@MICCAI Gerard Sanroma, Víctor Andrea, Oualid M. Benkarim, José V. Manjón, Pierrick Coupé, Oscar Camara, Gemma Piella, Miguel Ángel González Ballester
2017	J	`jnl`	Learning and combining image neighborhoods using random forests for neonatal brain disease classification. Medical Image Anal. Veronika A. M. Zimmer, Ben Glocker, Nadine Hahner, Elisenda Eixarch, Gerard Sanromá, Eduard Gratacós, Daniel Rueckert, Miguel Ángel González Ballester, Gemma Piella
2017	—	`conf`	On the Role of Patch Spaces in Patch-Based Label Fusion. Patch-MI@MICCAI Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
2017	—	`conf`	Quantification of oxygen changes in the placenta from BOLD MR image sequences. Computer-Aided Diagnosis Antonio R. Porras, Gemma Piella, Wonsang You, Catherine Limperopoulos, Marius George Linguraru
2016	—	`conf`	Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic Estimates. MLMI@MICCAI Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester
2016	—	`conf`	Enhanced Probabilistic Label Fusion by Estimating Label Confidences Through Discriminative Learning. MICCAI (2) Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
2016	J	`jnl`	Integration of Multi-Plane Tissue Doppler and B-Mode Echocardiographic Images for Left Ventricular Motion Estimation. IEEE Trans. Medical Imaging Antonio R. Porras, Martino Alessandrini, Oana Mirea, Jan D'hooge, Alejandro F. Frangi, Gemma Piella
2016	J	`jnl`	Iterated random walks with shape prior. Image Vis. Comput. Esmeralda Ruiz Pujadas, Hans Martin Kjer, Gemma Piella, Miguel Ángel González Ballester
2016	B	`conf`	Multi-region statistical shape model for cochlear implantation. Image Processing Jordi Romera, Hans Martin Kjer, Gemma Piella, Mario Ceresa, Miguel Ángel González Ballester
2016	—	`conf`	Quasi-Conformal Technique for Integrating and Validating Myocardial Tissue Characterization in MRI with Ex-Vivo Human Histological Data. STACOM@MICCAI 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
2016	J	`jnl`	Random walks with shape prior for cochlea segmentation in ex vivo \(\mu \hbox {CT}\). Int. J. Comput. Assist. Radiol. Surg. Esmeralda Ruiz Pujadas, Hans Martin Kjer, Gemma Piella, Mario Ceresa, Miguel Ángel González Ballester
2016	—	`conf`	Statistical Shape Model with Random Walks for Inner Ear Segmentation. SeSAMI@MICCAI Esmeralda Ruiz Pujadas, Hans Martin Kjer, Gemma Piella, Miguel Ángel González Ballester
2015	J	`jnl`	A framework for optimal kernel-based manifold embedding of medical image data. Comput. Medical Imaging Graph. Veronika A. M. Zimmer, Karim Lekadir, Corné Hoogendoorn, Alejandro F. Frangi, Gemma Piella
2015	—	`conf`	Characterization of Myocardial Velocities by Multiple Kernel Learning: Application to Heart Failure with Preserved Ejection Fraction. FIMH Sergio Sanchez-Martinez, Nicolas Duchateau, Bart H. Bijnens, Tamás Erdei, Alan Fraser, Gemma Piella
2015	—	`conf`	Discriminative Dimensionality Reduction for Patch-Based Label Fusion. MLMMI@ICML Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Guorong Wu, Xiaofeng Zhu, Dinggang Shen, Miguel Ángel González Ballester
2015	—	`conf`	Electrophysiology Model for a Human Heart with Ischemic Scar and Realistic Purkinje Network. STACOM@MICCAI Toni Lassila, Matthias Lange, Antonio R. Porras Perez, Karim Lekadir, Xènia Albà, Gemma Piella, Alejandro F. Frangi
2015	—	`conf`	Learning and Combining Image Similarities for Neonatal Brain Population Studies. MLMI 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
2015	—	`conf`	Monopolar Stimulation of the Implanted Cochlea: A Synthetic Population-Based Study. CLIP@MICCAI 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
2014	—	`conf`	An Adaptive Multiscale Similarity Measure for Non-rigid Registration. WBIR Veronika A. M. Zimmer, Gemma Piella
2014	J	`jnl`	Diffusion Maps for Multimodal Registration. Sensors Gemma Piella
2014	J	`jnl`	Improved Myocardial Motion Estimation Combining Tissue Doppler and B-Mode Echocardiographic Images. IEEE Trans. Medical Imaging 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
2013	J	`jnl`	3D Strain Assessment in Ultrasound (Straus): A Synthetic Comparison of Five Tracking Methodologies. IEEE Trans. Medical Imaging 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
2013	J	`jnl`	Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations. Medical Biol. Eng. Comput. Jürgen Weese, Alexandra Groth, Hannes Nickisch, Hans Barschdorf, Frank M. Weber, Jérôme Velut, Miguel 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
2013	—	`conf`	Image based cardiac acceleration map using statistical shape and 3D+t myocardial tracking models; in-vitro study on heart phantom. Image-Guided Procedures Ali Pashaei, Gemma Piella, Xavier Planes, Nicolas Duchateau, Teresa María de Caralt, Marta Sitges, Alejandro F. Frangi
2013	—	`conf`	Image-Based Estimation of Myocardial Acceleration Using TDFFD: A Phantom Study. STACOM Ali Pashaei, Gemma Piella, Nicolas Duchateau, Luigi Gabrielli, Oscar Camara
2013	J	`jnl`	Interventional Endocardial Motion Estimation from Electroanatomical Mapping Data: Application to Scar Characterization. IEEE Trans. Biomed. Eng. Antonio R. Porras, Gemma Piella, Antonio Berruezo, Corné Hoogendoorn, David Andreu, Juan Fernandez-Armenta, Marta Sitges, Alejandro F. Frangi
2013	—	`conf`	Manifold Learning Characterization of Abnormal Myocardial Motion Patterns: Application to CRT-Induced Changes. FIMH Nicolas Duchateau, Gemma Piella, Adelina Doltra, Lluís Mont, Josep Brugada, Marta Sitges, Bart H. Bijnens, Mathieu De Craene
2013	J	`jnl`	Multiview diffeomorphic registration: Application to motion and strain estimation from 3D echocardiography. Medical Image Anal. Gemma Piella, Mathieu De Craene, Constantine Butakoff, Vicente Grau, Cheng Yao, Shahrum Nedjati-Gilani, Graeme P. Penney, Alejandro F. Frangi
2013	—	`conf`	Myocardial Motion Estimation Combining Tissue Doppler and B-mode Echocardiographic Images. MICCAI (2) Antonio R. Porras, Mathieu De Craene, Nicolas Duchateau, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi, Gemma Piella
2013	—	`conf`	Patient-Specific Manifold Embedding of Multispectral Images Using Kernel Combinations. MLMI Veronika A. M. Zimmer, Roger Fonolla, Karim Lekadir, Gemma Piella, Corné Hoogendoorn, Alejandro F. Frangi
2012	J	`jnl`	Constrained manifold learning for the characterization of pathological deviations from normality. Medical Image Anal. Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Alejandro F. Frangi
2012	—	`conf`	Endocardial motion estimation from electro-anatomical data. ISBI Antonio R. Porras, Gemma Piella, Corné Hoogendoorn, David Andreu, Antonio Berruezo, Alejandro F. Frangi
2012	—	`conf`	SPM to the heart: Mapping of 4D continuous velocities for motion abnormality quantification. ISBI Mathieu De Craene, Nicolas Duchateau, Catalina Tobon-Gomez, Babak Ghafaryasl, Gemma Piella, Kawal S. Rhode, Alejandro F. Frangi
2012	—	`conf`	Temporal Diffeomorphic Free Form Deformation to Quantify Changes Induced by Left and Right Bundle Branch Block and Pacing. STACOM Gemma Piella, Antonio R. Porras, Mathieu De Craene, Nicolas Duchateau, Alejandro F. Frangi
2012	J	`jnl`	Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography. Medical Image Anal. Mathieu De Craene, Gemma Piella, Oscar Camara, Nicolas Duchateau, Etelvino Silva, Adelina Doltra, Jan D'hooge, Josep Brugada, Marta Sitges, Alejandro F. Frangi
2011	J	`jnl`	A spatiotemporal statistical atlas of motion for the quantification of abnormal myocardial tissue velocities. Medical Image Anal. Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Etelvino Silva, Adelina Doltra, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi
2011	—	`conf`	Cardiac Deformation from Electro-Anatomical Mapping Data: Application to Scar Characterization. FIMH Antonio R. Porras, Gemma Piella, Oscar Camara, Etelvino Silva, David Andreu, Antonio Berruezo, Alejandro F. Frangi
2011	—	`conf`	Characterizing Pathological Deviations from Normality Using Constrained Manifold-Learning. MICCAI (3) Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Alejandro F. Frangi
2011	—	`conf`	Multiview Diffeomorphic Registration for Motion and Strain Estimation from 3D Ultrasound Sequences. FIMH Gemma Piella, Mathieu De Craene, Cheng Yao, Graeme P. Penney, Alejandro F. Frangi
2011	—	`conf`	Temporal Diffeomorphic Free Form Deformation (TDFFD) Applied to Motion and Deformation Quantification of Tagged MRI Sequences. STACOM Mathieu De Craene, Catalina Tobon-Gomez, Constantine Butakoff, Nicolas Duchateau, Gemma Piella, Kawal S. Rhode, Alejandro F. Frangi
2010	—	`conf`	Atlas Construction and Image Analysis Using Statistical Cardiac Models. STACOM/CESC 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
2010	—	`conf`	Atlas-Based Quantification of Myocardial Motion Abnormalities: Added-value for the Understanding of CRT Outcome? STACOM/CESC Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Corné Hoogendoorn, Etelvino Silva, Adelina Doltra, Lluís Mont, Ma Angeles Castel, Josep Brugada, Marta Sitges
2010	—	`conf`	Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3D-US Images. MICCAI (2) Mathieu De Craene, Gemma Piella, Nicolas Duchateau, Etel Silva, Adelina Doltra, Hang Gao, Jan D'hooge, Oscar Camara, Josep Brugada, Marta Sitges
2009	J	`jnl`	Image Fusion for Enhanced Visualization: A Variational Approach. Int. J. Comput. Vis. Gemma Piella
2009	—	`conf`	Multi-sequence Registration of Cine, Tagged and Delay-Enhancement MRI with Shift Correction and Steerable Pyramid-Based Detagging. FIMH Oscar Camara, Estanislao Oubel, Gemma Piella, Simone Balocco, Mathieu De Craene, Alejandro F. Frangi
2008	—	`conf`	A variational approach for image fusion visualization. EUSIPCO Gemma Piella
2007	—	`conf`	A Three-Step Nonlinear Lifting Scheme for Lossless Image Compression. ICIP (1) Gemma Piella, Béatrice Pesquet-Popescu
2006	J	`jnl`	Adaptive Wavelets for Image Compression Using Update Lifting: Quantization and Error Analysis. Int. J. Wavelets Multiresolution Inf. Process. Henk J. A. M. Heijmans, Gemma Piella, Béatrice Pesquet-Popescu
2006	J	`jnl`	Combining Seminorms in Adaptive Lifting Schemes and Applications to Image Analysis and Compression. J. Math. Imaging Vis. Gemma Piella, Béatrice Pesquet-Popescu, Henk J. A. M. Heijmans, Grégoire Pau
2006	—	`conf`	Image interpolation using an adaptive invertible approach. EUSIPCO Olivier Crave, Gemma Piella, Béatrice Pesquet-Popescu
2006	J	`jnl`	Modified M-band synthesis filter bank for fractional scalability of images. IEEE Signal Process. Lett. Grégoire Pau, Béatrice Pesquet-Popescu, Gemma Piella
2005	—	`conf`	Adaptive lifting schemes combining seminorms for lossless image compression. ICIP (1) Gemma Piella, Grégoire Pau, Béatrice Pesquet-Popescu
2005	—	`conf`	Adaptive wavelets for image representation and classification. EUSIPCO Gemma Piella, Marine Campedel, Béatrice Pesquet-Popescu
2005	J	`jnl`	Gradient-driven update lifting for adaptive wavelets. Signal Process. Image Commun. Gemma Piella, Béatrice Pesquet-Popescu, Henk J. A. M. Heijmans
2003	J	`jnl`	A general framework for multiresolution image fusion: from pixels to regions. Inf. Fusion Gemma Piella
2003	—	`conf`	A new quality metric for image fusion. ICIP (3) Gemma Piella, Henk J. A. M. Heijmans
2003	—	`conf`	Quantization of adaptive 2D wavelet decompositions. ICIP (3) Béatrice Pesquet-Popescu, Henk J. A. M. Heijmans, G. Charith K. Abhayaratne, Gemma Piella
2002	J	`jnl`	Adaptive lifting schemes with perfect reconstruction. IEEE Trans. Signal Process. Gemma Piella, Henk J. A. M. Heijmans
2002	J	`jnl`	Adaptive update lifting with a decision rule based on derivative filters. IEEE Signal Process. Lett. Gemma Piella, Béatrice Pesquet-Popescu, Henk J. A. M. Heijmans
2002	Misc	`conf`	Adaptive update lifting with gradient criteria modeling high-order differences. ICASSP Béatrice Pesquet-Popescu, Gemma Piella, Henk J. A. M. Heijmans
2002	—	`conf`	Building adaptive 2D wavelet decompositions by update lifting. ICIP (1) Gemma Piella, Henk J. A. M. Heijmans, Béatrice Pesquet-Popescu
2002	—	`conf`	Construction of adaptive wavelets using update lifting and quadratic decision criteria. EUSIPCO Béatrice Pesquet-Popescu, Gemma Piella, Henk J. A. M. Heijmans
2001	—	`conf`	An adaptive update lifting scheme with perfect reconstruction. ICIP (3) Gemma Piella, Henk J. A. M. Heijmans