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Gemma Piella
Gemma Piella
Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona
Verified email at upf.edu
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Cited by
Year
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
17412018
A new quality metric for image fusion
G Piella, H Heijmans
Proceedings 2003 international conference on image processing (Cat. No …, 2003
12702003
A general framework for multiresolution image fusion: from pixels to regions
G Piella
Information Fusion 4 (4), 259--280, 2003
11202003
Machine learning‐based phenogrouping in heart failure to identify responders to cardiac resynchronization therapy
M Cikes, S Sanchez‐Martinez, B Claggett, N Duchateau, G Piella, ...
European journal of heart failure 21 (1), 74-85, 2019
2112019
Adaptive Lifting Schemes with Perfect Reconstruction
G Piella, H Heijmans
IEEE Transactions on Signal Processing, 50: 50, 1620—1630, 2002
1952002
Image fusion for enhanced visualization: A variational approach
G Piella
International journal of computer vision 83, 1-11, 2009
1792009
Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography
M De Craene, G Piella, O Camara, N Duchateau, E Silva, A Doltra, ...
Medical image analysis 16 (2), 427-450, 2012
1782012
A region-based multiresolution image fusion algorithm
G Piella
Proceedings of the Fifth International Conference on Information Fusion …, 2002
1542002
Towards content-oriented patent document processing
L Wanner, R Baeza-Yates, S Brügmann, J Codina, B Diallo, E Escorsa, ...
World Patent Information 30 (1), 21-33, 2008
1242008
Machine learning analysis of left ventricular function to characterize heart failure with preserved ejection fraction
S Sanchez-Martinez, N Duchateau, T Erdei, G Kunszt, S Aakhus, ...
Circulation: cardiovascular imaging 11 (4), e007138, 2018
1222018
Building nonredundant adaptive wavelets by update lifting
HJMA Heijmans, B Pesquet-Popescu, G Piella
Appl. Comput. Harmon. Anal 18, 352-81, 2005
1072005
A spatiotemporal statistical atlas of motion for the quantification of abnormal myocardial tissue velocities
N Duchateau, M De Craene, G Piella, E Silva, A Doltra, M Sitges, ...
Medical image analysis 15 (3), 316-328, 2011
902011
Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline
I Bonavita, X Rafael-Palou, M Ceresa, G Piella, V Ribas, MAG Ballester
Computer methods and programs in biomedicine 185, 105172, 2020
882020
Adaptive update lifting with a decision rule based on derivative filters
G Piella, B Pesquet-Popescu, HJMA Heijmans
IEEE Signal Processing Letters 9 (10), 329--332, 2002
832002
3D Strain Assessment in Ultrasound (Straus): A Synthetic Comparison of Five Tracking Methodologies
M De Craene, S Marchesseau, B Heyde, H Gao, M Alessandrini, ...
IEEE Transactions on Medical Imaging 32 (9), 1632-46, 2013
812013
Segmentation and classification in MRI and US fetal imaging: recent trends and future prospects
J Torrents-Barrena, G Piella, N Masoller, E Gratacós, E Eixarch, M Ceresa, ...
Medical Image Analysis 51, 61-88, 2019
792019
Characterization of myocardial motion patterns by unsupervised multiple kernel learning
S Sanchez-Martinez, N Duchateau, T Erdei, AG Fraser, BH Bijnens, ...
Medical image analysis 35, 70-82, 2017
742017
A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer’s disease
G Martí-Juan, G Sanroma-Guell, G Piella
Computer methods and programs in biomedicine 189, 105348, 2020
692020
Multiresolution image fusion guided by a multimodal segmentation
G Piella, H Heijmans
Proceedings of Advanced Concepts of Intelligent Systems, 175-182, 2002
592002
Memory-aware curriculum federated learning for breast cancer classification
A Jiménez-Sánchez, M Tardy, MAG Ballester, D Mateus, G Piella
Computer Methods and Programs in Biomedicine 229, 107318, 2023
582023
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Articles 1–20