An adaptive update lifting scheme with perfect reconstruction. - Gemma Piella; Henk J. A. M. Heijmans (ICIP (3), 2001)

Construction of adaptive wavelets using update lifting and quadratic decision criteria. - Béatrice Pesquet-Popescu; Gemma Piella; Henk J. A. M. Heijmans (EUSIPCO, 2002)

Adaptive update lifting with gradient criteria modeling high-order differences. - Béatrice Pesquet-Popescu; Gemma Piella; Henk J. A. M. Heijmans (ICASSP, 2002)

Building adaptive 2D wavelet decompositions by update lifting. - Gemma Piella; Henk J. A. M. Heijmans; Béatrice Pesquet-Popescu (ICIP (1), 2002)

Adaptive update lifting with a decision rule based on derivative filters. - Gemma Piella; Béatrice Pesquet-Popescu; Henk J. A. M. Heijmans (IEEE Signal Process. Lett., 2002)

Adaptive lifting schemes with perfect reconstruction. - Gemma Piella; Henk J. A. M. Heijmans (IEEE Trans. Signal Process., 2002)

Quantization of adaptive 2D wavelet decompositions. - Béatrice Pesquet-Popescu; Henk J. A. M. Heijmans; G. Charith K. Abhayaratne; Gemma Piella (ICIP (3), 2003)

A new quality metric for image fusion. - Gemma Piella; Henk J. A. M. Heijmans (ICIP (3), 2003)

A general framework for multiresolution image fusion: from pixels to regions. - Gemma Piella (Inf. Fusion, 2003)

Adaptive wavelets for image representation and classification. - Gemma Piella; Marine Campedel; Béatrice Pesquet-Popescu (EUSIPCO, 2005)

Adaptive lifting schemes combining seminorms for lossless image compression. - Gemma Piella; Grégoire Pau; Béatrice Pesquet-Popescu (ICIP (1), 2005)

Gradient-driven update lifting for adaptive wavelets. - Gemma Piella; Béatrice Pesquet-Popescu; Henk J. A. M. Heijmans (Signal Process. Image Commun., 2005)

Image interpolation using an adaptive invertible approach. - Olivier Crave; Gemma Piella; Béatrice Pesquet-Popescu (EUSIPCO, 2006)

Adaptive Wavelets for Image Compression Using Update Lifting: Quantization and Error Analysis. - Henk J. A. M. Heijmans; Gemma Piella; Béatrice Pesquet-Popescu (Int. J. Wavelets Multiresolution Inf. Process., 2006)

Combining Seminorms in Adaptive Lifting Schemes and Applications to Image Analysis and Compression. - Gemma Piella; Béatrice Pesquet-Popescu; Henk J. A. M. Heijmans; Grégoire Pau (J. Math. Imaging Vis., 2006)

Modified M-band synthesis filter bank for fractional scalability of images. - Grégoire Pau; Béatrice Pesquet-Popescu; Gemma Piella (IEEE Signal Process. Lett., 2006)

A Three-Step Nonlinear Lifting Scheme for Lossless Image Compression. - Gemma Piella; Béatrice Pesquet-Popescu (ICIP (1), 2007)

A variational approach for image fusion visualization. - Gemma Piella (EUSIPCO, 2008)

Multi-sequence Registration of Cine, Tagged and Delay-Enhancement MRI with Shift Correction and Steerable Pyramid-Based Detagging. - Oscar Camara 001; Estanislao Oubel; Gemma Piella; Simone Balocco; Mathieu De Craene; Alejandro F. Frangi (FIMH, 2009)

Image Fusion for Enhanced Visualization: A Variational Approach. - Gemma Piella (Int. J. Comput. Vis., 2009)

Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3D-US Images. - Mathieu De Craene; Gemma Piella; Nicolas Duchateau; Etel Silva; Adelina Doltra; Hang Gao 002; Jan D'hooge; Oscar Camara 001; Josep Brugada; Marta Sitges (MICCAI (2), 2010)

Atlas Construction and Image Analysis Using Statistical Cardiac Models. - 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 (STACOM/CESC, 2010)

Atlas-Based Quantification of Myocardial Motion Abnormalities: Added-value for the Understanding of CRT Outcome? - Nicolas Duchateau; Mathieu De Craene; Gemma Piella; Corné Hoogendoorn; Etelvino Silva; Adelina Doltra; Lluís Mont; Ma Angeles Castel; Josep Brugada; Marta Sitges (STACOM/CESC, 2010)

Multiview Diffeomorphic Registration for Motion and Strain Estimation from 3D Ultrasound Sequences. - Gemma Piella; Mathieu De Craene; Cheng Yao; Graeme P. Penney; Alejandro F. Frangi (FIMH, 2011)

Cardiac Deformation from Electro-Anatomical Mapping Data: Application to Scar Characterization. - Antonio R. Porras; Gemma Piella; Oscar Camara 001; Etelvino Silva; David Andreu 001; Antonio Berruezo; Alejandro F. Frangi (FIMH, 2011)

Temporal Diffeomorphic Free Form Deformation (TDFFD) Applied to Motion and Deformation Quantification of Tagged MRI Sequences. - Mathieu De Craene; Catalina Tobon-Gomez; Constantine Butakoff; Nicolas Duchateau; Gemma Piella; Kawal S. Rhode; Alejandro F. Frangi (STACOM, 2011)

Characterizing Pathological Deviations from Normality Using Constrained Manifold-Learning. - Nicolas Duchateau; Mathieu De Craene; Gemma Piella; Alejandro F. Frangi (MICCAI (3), 2011)

A spatiotemporal statistical atlas of motion for the quantification of abnormal myocardial tissue velocities. - Nicolas Duchateau; Mathieu De Craene; Gemma Piella; Etelvino Silva; Adelina Doltra; Marta Sitges; Bart H. Bijnens; Alejandro F. Frangi (Medical Image Anal., 2011)

SPM to the heart: Mapping of 4D continuous velocities for motion abnormality quantification. - Mathieu De Craene; Nicolas Duchateau; Catalina Tobon-Gomez; Babak Ghafaryasl; Gemma Piella; Kawal S. Rhode; Alejandro F. Frangi (ISBI, 2012)

Endocardial motion estimation from electro-anatomical data. - Antonio R. Porras; Gemma Piella; Corné Hoogendoorn; David Andreu 001; Antonio Berruezo; Alejandro F. Frangi (ISBI, 2012)

Temporal Diffeomorphic Free Form Deformation to Quantify Changes Induced by Left and Right Bundle Branch Block and Pacing. - Gemma Piella; Antonio R. Porras; Mathieu De Craene; Nicolas Duchateau; Alejandro F. Frangi (STACOM, 2012)

Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography. - Mathieu De Craene; Gemma Piella; Oscar Camara 001; Nicolas Duchateau; Etelvino Silva; Adelina Doltra; Jan D'hooge; Josep Brugada; Marta Sitges; Alejandro F. Frangi (Medical Image Anal., 2012)

Constrained manifold learning for the characterization of pathological deviations from normality. - Nicolas Duchateau; Mathieu De Craene; Gemma Piella; Alejandro F. Frangi (Medical Image Anal., 2012)

Manifold Learning Characterization of Abnormal Myocardial Motion Patterns: Application to CRT-Induced Changes. - Nicolas Duchateau; Gemma Piella; Adelina Doltra; Lluís Mont; Josep Brugada; Marta Sitges; Bart H. Bijnens; Mathieu De Craene (FIMH, 2013)

Image-Based Estimation of Myocardial Acceleration Using TDFFD: A Phantom Study. - Ali Pashaei; Gemma Piella; Nicolas Duchateau; Luigi Gabrielli; Oscar Camara 001 (STACOM, 2013)

Myocardial Motion Estimation Combining Tissue Doppler and B-mode Echocardiographic Images. - Antonio R. Porras; Mathieu De Craene; Nicolas Duchateau; Marta Sitges; Bart H. Bijnens; Alejandro F. Frangi; Gemma Piella (MICCAI (2), 2013)

Patient-Specific Manifold Embedding of Multispectral Images Using Kernel Combinations. - Veronika A. M. Zimmer; Roger Fonolla; Karim Lekadir; Gemma Piella; Corné Hoogendoorn; Alejandro F. Frangi (MLMI, 2013)

Image based cardiac acceleration map using statistical shape and 3D+t myocardial tracking models; in-vitro study on heart phantom. - Ali Pashaei; Gemma Piella; Xavier Planes; Nicolas Duchateau; Teresa María de Caralt; Marta Sitges; Alejandro F. Frangi (Image-Guided Procedures, 2013)

Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations. - Jürgen Weese; Alexandra Groth; Hannes Nickisch; Hans Barschdorf; Frank M. Weber; Jérôme Velut; Miguel Castro 002; Christine Toumoulin; Jean-Louis Coatrieux; Mathieu De Craene; Gemma Piella; Catalina Tobon-Gomez; et al. (Medical Biol. Eng. Comput., 2013)

Multiview diffeomorphic registration: Application to motion and strain estimation from 3D echocardiography. - Gemma Piella; Mathieu De Craene; Constantine Butakoff; Vicente Grau; Cheng Yao; Shahrum Nedjati-Gilani; Graeme P. Penney; Alejandro F. Frangi (Medical Image Anal., 2013)

Interventional Endocardial Motion Estimation from Electroanatomical Mapping Data: Application to Scar Characterization. - Antonio R. Porras; Gemma Piella; Antonio Berruezo; Corné Hoogendoorn; David Andreu 001; Juan Fernandez-Armenta; Marta Sitges; Alejandro F. Frangi (IEEE Trans. Biomed. Eng., 2013)

3D Strain Assessment in Ultrasound (Straus): A Synthetic Comparison of Five Tracking Methodologies. - Mathieu De Craene; Stéphanie Marchesseau; Brecht Heyde; Hang Gao 002; Martino Alessandrini; Olivier Bernard 001; Gemma Piella; Antonio R. Porras; Lennart Tautz; Anja Hennemuth; Adityo Prakosa; Hervé Liebgott; et al. (IEEE Trans. Medical Imaging, 2013)

An Adaptive Multiscale Similarity Measure for Non-rigid Registration. - Veronika A. M. Zimmer; Gemma Piella (WBIR, 2014)

Diffusion Maps for Multimodal Registration. - Gemma Piella (Sensors, 2014)

Improved Myocardial Motion Estimation Combining Tissue Doppler and B-Mode Echocardiographic Images. - 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 (IEEE Trans. Medical Imaging, 2014)

Characterization of Myocardial Velocities by Multiple Kernel Learning: Application to Heart Failure with Preserved Ejection Fraction. - Sergio Sanchez-Martinez; Nicolas Duchateau; Bart H. Bijnens; Tamás Erdei; Alan Fraser; Gemma Piella (FIMH, 2015)

Discriminative Dimensionality Reduction for Patch-Based Label Fusion. - Gerard Sanroma; Oualid M. Benkarim; Gemma Piella; Guorong Wu 001; Xiaofeng Zhu 001; Dinggang Shen; Miguel Ángel González Ballester (MLMMI@ICML, 2015)

Electrophysiology Model for a Human Heart with Ischemic Scar and Realistic Purkinje Network. - Toni Lassila; Matthias Lange 002; Antonio R. Porras Perez; Karim Lekadir; Xènia Albà; Gemma Piella; Alejandro F. Frangi (STACOM@MICCAI, 2015)

Monopolar Stimulation of the Implanted Cochlea: A Synthetic Population-Based Study. - 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 (CLIP@MICCAI, 2015)

Learning and Combining Image Similarities for Neonatal Brain Population Studies. - 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 (MLMI, 2015)

A framework for optimal kernel-based manifold embedding of medical image data. - Veronika A. M. Zimmer; Karim Lekadir; Corné Hoogendoorn; Alejandro F. Frangi; Gemma Piella (Comput. Medical Imaging Graph., 2015)

Enhanced Probabilistic Label Fusion by Estimating Label Confidences Through Discriminative Learning. - Oualid M. Benkarim; Gemma Piella; Miguel Ángel González Ballester; Gerard Sanroma (MICCAI (2), 2016)

Statistical Shape Model with Random Walks for Inner Ear Segmentation. - Esmeralda Ruiz Pujadas; Hans Martin Kjer; Gemma Piella; Miguel Ángel González Ballester (SeSAMI@MICCAI, 2016)

Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic Estimates. - Gerard Sanroma; Oualid M. Benkarim; Gemma Piella; Miguel Ángel González Ballester (MLMI@MICCAI, 2016)

Quasi-Conformal Technique for Integrating and Validating Myocardial Tissue Characterization in MRI with Ex-Vivo Human Histological Data. - David Soto-Iglesias; Diego Penela; Xavier Planes; Veronika A. M. Zimmer; Juan Acosta; David Andreu 001; Gemma Piella; Rafael Sebastián; Damian Sánchez-Quintana; Antonio Berruezo; Oscar Camara 001 (STACOM@MICCAI, 2016)

Multi-region statistical shape model for cochlear implantation. - Jordi Romera; Hans Martin Kjer; Gemma Piella; Mario Ceresa; Miguel Ángel González Ballester (Image Processing, 2016)

Random walks with shape prior for cochlea segmentation in ex vivo ( mu hbox {CT} ). - Esmeralda Ruiz Pujadas; Hans Martin Kjer; Gemma Piella; Mario Ceresa; Miguel Ángel González Ballester (Int. J. Comput. Assist. Radiol. Surg., 2016)

Iterated random walks with shape prior. - Esmeralda Ruiz Pujadas; Hans Martin Kjer; Gemma Piella; Miguel Ángel González Ballester (Image Vis. Comput., 2016)

Integration of Multi-Plane Tissue Doppler and B-Mode Echocardiographic Images for Left Ventricular Motion Estimation. - Antonio R. Porras; Martino Alessandrini; Oana Mirea; Jan D'hooge; Alejandro F. Frangi; Gemma Piella (IEEE Trans. Medical Imaging, 2016)

Characterizing Patterns of Response During Mild Stress-Testing in Continuous Echocardiography Recordings Using a Multiview Dimensionality Reduction Technique. - Mariana A. Nogueira; Gemma Piella; Sergio Sanchez-Martinez; Hélène Langet; Eric Saloux; Bart H. Bijnens; Mathieu De Craene (FIMH, 2017)

Quantification of oxygen changes in the placenta from BOLD MR image sequences. - Antonio R. Porras; Gemma Piella; Wonsang You; Catherine Limperopoulos; Marius George Linguraru (Computer-Aided Diagnosis, 2017)

On the Role of Patch Spaces in Patch-Based Label Fusion. - Oualid M. Benkarim; Gemma Piella; Miguel Ángel González Ballester; Gerard Sanroma (Patch-MI@MICCAI, 2017)

Early Prediction of Alzheimer's Disease with Non-local Patch-Based Longitudinal Descriptors. - Gerard Sanroma; Víctor Andrea; Oualid M. Benkarim; José V. Manjón; Pierrick Coupé; Oscar Camara 001; Gemma Piella; Miguel Ángel González Ballester (Patch-MI@MICCAI, 2017)

Discriminative confidence estimation for probabilistic multi-atlas label fusion. - Oualid M. Benkarim; Gemma Piella; Miguel Ángel González Ballester; Gerard Sanroma (Medical Image Anal., 2017)

Characterization of myocardial motion patterns by unsupervised multiple kernel learning. - Sergio Sanchez-Martinez; Nicolas Duchateau; Tamás Erdei; Alan Fraser; Bart H. Bijnens; Gemma Piella (Medical Image Anal., 2017)

Learning and combining image neighborhoods using random forests for neonatal brain disease classification. - Veronika A. M. Zimmer; Ben Glocker; Nadine Hahner; Elisenda Eixarch; Gerard Sanromá; Eduard Gratacós; Daniel Rueckert; Miguel Ángel González Ballester; Gemma Piella (Medical Image Anal., 2017)

Fetal MRI Synthesis via Balanced Auto-Encoder Based Generative Adversarial Networks. - Jordina Torrents-Barrena; Gemma Piella; Narcís Masoller; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (EMBC, 2018)

A Quantitative Comparison of Methods for 3D Face Reconstruction from 2D Images. - Araceli Morales; Gemma Piella; Oriol Martínez; Federico M. Sukno (FG, 2018)

Fetal cortical parcellation based on growth patterns. - Jing Xia; Caiming Zhang 001; Fan Wang 023; Oualid M. Benkarim; Gerard Sanroma; Gemma Piella; Miguel Ángel González Ballester; Nadine Hahner; Elisenda Eixarch; Dinggang Shen; Gang Li 001 (ISBI, 2018)

Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding. - Oualid M. Benkarim; Gerard Sanroma; Gemma Piella; Islem Rekik; Nadine Hahner; Elisenda Eixarch; Miguel Ángel González Ballester; Dinggang Shen; Gang Li 001 (MICCAI (3), 2018)

Global Planar Convolutions for Improved Context Aggregation in Brain Tumor Segmentation. - Santi Puch; Irina Sánchez; Aura Hernández; Gemma Piella; Vesna Prckovska (BrainLes@MICCAI (2), 2018)

Patient-specific estimation of detailed cochlear shape from clinical CT images. - 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 001; et al. (Int. J. Comput. Assist. Radiol. Surg., 2018)

Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation. - Gerard Sanroma; Oualid M. Benkarim; Gemma Piella; Karim Lekadir; Nadine Hahner; Elisenda Eixarch; Miguel Ángel González Ballester (Comput. Medical Imaging Graph., 2018)

Learning non-linear patch embeddings with neural networks for label fusion. - Gerard Sanroma; Oualid M. Benkarim; Gemma Piella; Oscar Camara 001; Guorong Wu 001; Dinggang Shen; Juan Domingo Gispert; José Luis Molinuevo; Miguel Ángel González Ballester; Alzheimer's Disease Neuroimaging Initiative (Medical Image Anal., 2018)

Random walks with statistical shape prior for cochlea and inner ear segmentation in micro-CT images. - Esmeralda Ruiz Pujadas; Gemma Piella; Hans Martin Kjer; Miguel Ángel González Ballester (Mach. Vis. Appl., 2018)

Automatic Segmentation Of the Placenta and its Peripheral Vasculature in Volumetric Ultrasound for TTTS Fetal Surgery. - Jordina Torrents-Barrena; Gemma Piella; Narcís Masoller; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (ISBI, 2019)

Medical-based Deep Curriculum Learning for Improved Fracture Classification. - Amelia Jiménez-Sánchez; Diana Mateus; Sonja Kirchhoff; Chlodwig Kirchhoff; Peter Biberthaler; Nassir Navab; Miguel Ángel González Ballester; Gemma Piella (MICCAI (6), 2019)

Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes. - Liyun Tu; Antonio R. Porras; Araceli Morales; Daniel A. Perez; Gemma Piella; Federico Sukno; Marius George Linguraru (UNSURE/CLIP@MICCAI, 2019)

Patch spaces and fusion strategies in patch-based label fusion. - Oualid M. Benkarim; Gemma Piella; Nadine Hahner; Elisenda Eixarch; Miguel Ángel González Ballester; Gerard Sanroma (Comput. Medical Imaging Graph., 2019)

TTTS-GPS: Patient-specific preoperative planning and simulation platform for twin-to-twin transfusion syndrome fetal surgery. - Jordina Torrents-Barrena; Rocío López-Velazco; Gemma Piella; Narcís Masoller; Brenda Valenzuela-Alcaraz; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (Comput. Methods Programs Biomed., 2019)

Multimodal image registration using Laplacian commutators. - Veronika A. Zimmer; Miguel Ángel González Ballester; Gemma Piella (Inf. Fusion, 2019)

Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects. - Jordina Torrents-Barrena; Gemma Piella; Narcís Masoller; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (Medical Image Anal., 2019)

Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI. - Jordina Torrents-Barrena; Gemma Piella; Narcís Masoller; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (Medical Image Anal., 2019)

Spectral Correspondence Framework for Building a 3D Baby Face Model. - Araceli Morales; Antonio R. Porras; Liyun Tu; Marius George Linguraru; Gemma Piella; Federico M. Sukno (FG, 2020)

Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline. - Ilaria Bonavita; Xavier Rafael-Palou; Mario Ceresa; Gemma Piella; Vicent J. Ribas; Miguel Ángel González Ballester (Comput. Methods Programs Biomed., 2020)

A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer's disease. - Gerard Martí-Juan; Gerard Sanroma-Guell; Gemma Piella (Comput. Methods Programs Biomed., 2020)

Pulmonary Nodule Malignancy Classification Using its Temporal Evolution with Two-Stream 3D Convolutional Neural Networks. - Xavier Rafael-Palou; Anton Aubanell; Ilaria Bonavita; Mario Ceresa; Gemma Piella; Vicent J. Ribas; Miguel Ángel González Ballester (CoRR, 2020)

Curriculum learning for annotation-efficient medical image analysis: scheduling data with prior knowledge and uncertainty. - Amelia Jiménez-Sánchez; Diana Mateus; Sonja Kirchhoff; Chlodwig Kirchhoff; Peter Biberthaler; Nassir Navab; Miguel Ángel González Ballester; Gemma Piella (CoRR, 2020)

A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly. - Oualid M. Benkarim; Gemma Piella; Islem Rekik; Nadine Hahner; Elisenda Eixarch; Dinggang Shen; Gang Li 001; Miguel Ángel González Ballester; Gerard Sanroma (Medical Image Anal., 2020)

Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction. - Mariana A. Nogueira; Mathieu De Craene; Sergio Sanchez-Martinez; Devyani Chowdhury; Bart H. Bijnens; Gemma Piella (Medical Image Anal., 2020)

Deep Q-CapsNet Reinforcement Learning Framework for Intrauterine Cavity Segmentation in TTTS Fetal Surgery Planning. - Jordina Torrents-Barrena; Gemma Piella; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (IEEE Trans. Medical Imaging, 2020)

TTTS-STgan: Stacked Generative Adversarial Networks for TTTS Fetal Surgery Planning Based on 3D Ultrasound. - Jordina Torrents-Barrena; Gemma Piella; Brenda Valenzuela-Alcaraz; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (IEEE Trans. Medical Imaging, 2020)

3D Fetal Face Reconstruction from Ultrasound Imaging. - Antònia Alomar; Araceli Morales; Kilian Vellvé; Antonio R. Porras; Fátima Crispi; Marius George Linguraru; Gemma Piella; Federico Sukno (VISIGRAPP (4: VISAPP), 2021)

Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans. - Xavier Rafael-Palou; Anton Aubanell; Mario Ceresa; Vicent J. Ribas; Gemma Piella; Miguel Ángel González Ballester (CoRR, 2021)

An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth. - Xavier Rafael-Palou; Anton Aubanell; Mario Ceresa; Vicent J. Ribas; Gemma Piella; Miguel Ángel González Ballester (CoRR, 2021)

Survey on 3D face reconstruction from uncalibrated images. - Araceli Morales; Gemma Piella; Federico M. Sukno (Comput. Sci. Rev., 2021)

Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks. - Xavier Rafael-Palou; Anton Aubanell; Ilaria Bonavita; Mario Ceresa; Gemma Piella; Vicent J. Ribas; Miguel Ángel González Ballester (Medical Image Anal., 2021)

Unsupervised Machine Learning Exploration of Morphological and Haemodynamic Indices to Predict Thrombus Formation in the Left Atrial Appendage. - Marta Saiz-Vivó; Jordi Mill; Josquin Harrison; Guillermo Jiménez-Pérez; Benoit Legghe; Xavier Iriart; Hubert Cochet; Gemma Piella; Maxime Sermesant; Oscar Camara 001 (STACOM@MICCAI, 2022)

Reconstruction of the fetus face from three-dimensional ultrasound using a newborn face statistical shape model. - Antònia Alomar; Araceli Morales; Kilian Vellvé; Antonio R. Porras; Fátima Crispi; Marius George Linguraru; Gemma Piella; Federico Sukno (Comput. Methods Programs Biomed., 2022)

BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. - Araceli Morales; Antonio R. Porras; Marius George Linguraru; Gemma Piella; Federico M. Sukno (CoRR, 2022)

Riemannian Geometry of Functional Connectivity Matrices for Multi-Site Attention-Deficit/Hyperactivity Disorder Data Harmonization. - Guillem Simeon; Gemma Piella; Oscar Camara 001; Deborah Pareto (Frontiers Neuroinformatics, 2022)

Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty. - Amelia Jiménez-Sánchez; Diana Mateus; Sonja Kirchhoff; Chlodwig Kirchhoff; Peter Biberthaler; Nassir Navab; Miguel Ángel González Ballester; Gemma Piella (Medical Image Anal., 2022)

A Riemannian approach to predicting brain function from the structural connectome. - Oualid M. Benkarim; Casey Paquola; Bo-yong Park; Jessica Royer; Raúl Rodríguez-Cruces; Reinder Vos de Wael; Bratislav Misic; Gemma Piella; Boris C. Bernhardt (NeuroImage, 2022)

Automatic Prediction of the Origin in Outflow Tract Ventricular Arrhythmias with Machine Learning Combining Clinical Data and Electrocardiogram Analysis. - Álvaro José Bocanegra; Diego Penela; Rafael Sebastián; Guillermo Jiménez-Pérez; Andrea Saglietto; David Soto-Iglesias; Antonio Berruezo; Gemma Piella; Oscar Camara 001 (CinC, 2023)

Localizing Cardiac Dyssynchrony in M-mode Echocardiography with Attention Maps. - Marta Saiz-Vivó; Isaac Capallera; Nicolas Duchateau; Gabriel Bernardino; Gemma Piella; Oscar Camara 001 (FIMH, 2023)

Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded Registration. - Valentin Comte; Mireia Alenyà; Andrea Urru; Judith Recober; Ayako Nakaki; Francesca Crovetto; Oscar Camara 001; Eduard Gratacós; Elisenda Eixarch; Fátima Crispi; Gemma Piella; Mario Ceresa; et al. (CoRR, 2023)

Memory-aware curriculum federated learning for breast cancer classification. - Amelia Jiménez-Sánchez; Mickael Tardy; Miguel Ángel González Ballester; Diana Mateus; Gemma Piella (Comput. Methods Programs Biomed., 2023)

An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis. - 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 (Comput. Methods Programs Biomed., 2023)

MC-RVAE: Multi-channel recurrent variational autoencoder for multimodal Alzheimer's disease progression modelling. - Gerard Martí-Juan; Marco Lorenzi; Gemma Piella; Alzheimer's Disease Neuroimaging Initiative (NeuroImage, 2023)

BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. - Araceli Morales; Antònia Alomar; Antonio R. Porras; Marius George Linguraru; Gemma Piella; Federico M. Sukno (Pattern Recognit., 2023)

OBBabyFace: Oriented Bounding Box for Infant Face Detection. - José Carlos Reyes-Hernández; Antònia Alomar; Ricardo Rubio; Gemma Piella; Federico Sukno (DeLTA (2), 2024)

Uncertainty Aware Segmentation Quality Assessment in Medical Images. - O. K. Sikha 001; Adrian Galdran; Meritxell Riera-Marin; Javier García; Júlia Rodríguez-Comas; Gemma Piella; Miguel Ángel González Ballester (ISBI, 2024)

Automatic Facial Axes Standardization of 3D Fetal Ultrasound Images. - Antònia Alomar; Ricardo Rubio; Laura Salort; Gerard Albaiges; Antoni Payà; Gemma Piella; Federico Sukno (ASMUS@MICCAI, 2024)

Pixel2Mechanics: Automated Biomechanical Simulations of High-Resolution Intervertebral Discs from Anisotropic MRIs. - Sai Natarajan; Estefano Muñoz-Moya; Carlos Ruiz Wills; Gemma Piella; Jérôme Noailly; Ludovic Humbert; Miguel Ángel González Ballester (MICCAI (7), 2024)

Automatic facial axes standardization of 3D fetal ultrasound images. - Antònia Alomar; Ricardo Rubio; Laura Salort; Gerard Albaiges; Antonio Paya; Gemma Piella; Federico Sukno (CoRR, 2024)

BabyFM: Towards accurate 3D baby facial models using spectral decomposition and asymmetry swapping. - Araceli Morales; Antònia Alomar; Antonio R. Porras; Marius George Linguraru; Gemma Piella; Federico M. Sukno (Comput. Biol. Medicine, 2025)

Uncertainty-aware segmentation quality prediction via deep learning Bayesian Modeling: Comprehensive evaluation and interpretation on skin cancer and liver segmentation. - O. K. Sikha 001; Meritxell Riera-Marin; Adrian Galdran; Javier García López; Júlia Rodríguez-Comas; Gemma Piella; Miguel Ángel González Ballester (Comput. Medical Imaging Graph., 2025)

Digital twin integrating clinical, morphological and hemodynamic data to identify stroke risk factors. - Marta Saiz-Vivó; Jordi Mill; Xavier Iriart; Hubert Cochet; Gemma Piella; Maxime Sermesant; Oscar Camara 001 (npj Digit. Medicine, 2025)

From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification. - Valentin Comte; Gemma Piella; Mario Ceresa; Miguel Ángel González Ballester (CoRR, 2025)

Deep learnable spectral decomposition of 3D baby faces. - Michael Zappe; Antònia Alomar; Marius George Linguraru; Gemma Piella; Federico M. Sukno (Pattern Recognit., 2026)