Follow
Gemma Piella
Gemma Piella
Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona
Verified email at upf.edu
Title
Cited by
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
19712018
A new quality metric for image fusion
G Piella, H Heijmans
Proceedings 2003 international conference on image processing (Cat. No …, 2003
13132003
A general framework for multiresolution image fusion: from pixels to regions
G Piella
Information Fusion 4 (4), 259--280, 2003
11302003
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
2322019
Adaptive Lifting Schemes with Perfect Reconstruction
G Piella, H Heijmans
IEEE Transactions on Signal Processing, 50: 50, 1620—1630, 2002
1962002
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
1812012
Image fusion for enhanced visualization: A variational approach
G Piella
International journal of computer vision 83, 1-11, 2009
1812009
A region-based multiresolution image fusion algorithm
G Piella
Proceedings of the Fifth International Conference on Information Fusion …, 2002
1542002
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
1292018
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
1222008
Building nonredundant adaptive wavelets by update lifting
HJMA Heijmans, B Pesquet-Popescu, G Piella
Appl. Comput. Harmon. Anal 18, 352-81, 2005
1072005
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
932020
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
892011
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
882019
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
862023
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
822002
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
792020
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
792013
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
772017
Multiresolution image fusion guided by a multimodal segmentation
G Piella, H Heijmans
Proceedings of Advanced Concepts of Intelligent Systems, 175-182, 2002
602002
The system can't perform the operation now. Try again later.
Articles 1–20