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2010 – 2019
- 2019
[j10]Rahman Attar
, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Milton Hoz de Vila, Aaron M. Lee, Nay Aung, Elena Lukaschuk, Mihir M. Sanghvi, Kenneth Fung, José Miguel Paiva, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Quantitative CMR population imaging on 20, 000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation. Medical Image Anal. 56: 26-42 (2019)- [j9]Le Zhang, Ali Gooya, Marco Pereañez, Bo Dong, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging With Fisher-Discriminative 3-D CNN. IEEE Trans. Biomed. Eng. 66(7): 1975-1986 (2019) - [c11]Rahman Attar, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata. MICCAI (2) 2019: 586-594 - [c10]Le Zhang, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets. MICCAI (2) 2019: 651-659 - [c9]Le Zhang, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks. MICCAI (2) 2019: 660-668 - [p1]Le Zhang, Marco Pereañez, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics 2019: 299-321 - [i3]Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort. CoRR abs/1901.03326 (2019) - [i2]Rahman Attar, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata. CoRR abs/1907.01913 (2019) - 2018
- [j8]Xènia Albà, Karim Lekadir, Marco Pereañez, Pau Medrano-Gracia, Alistair A. Young, Alejandro F. Frangi:
Automatic initialization and quality control of large-scale cardiac MRI segmentations. Medical Image Anal. 43: 129-141 (2018) - [j7]Avan Suinesiaputra, Pierre Ablin, Xènia Albà, Martino Alessandrini, Jack Allen, Wenjia Bai, Serkan Çimen, Peter Claes, Brett R. Cowan, Jan D'hooge, Nicolas Duchateau, Jan Ehrhardt, Alejandro F. Frangi, Ali Gooya, Vicente Grau, Karim Lekadir, Allen Lu, Anirban Mukhopadhyay, Ilkay Öksüz, Nripesh Parajuli, Xavier Pennec, Marco Pereañez, Catarina Pinto, Paolo Piras, Marc-Michel Rohé, Daniel Rueckert, Dennis Säring, Maxime Sermesant, Kaleem Siddiqi, Mahdi Tabassian, Luciano Teresi, Sotirios A. Tsaftaris, Matthias Wilms, Alistair A. Young, Xingyu Zhang, Pau Medrano-Gracia:
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge. IEEE J. Biomed. Health Informatics 22(2): 503-515 (2018) - [c8]Milton Hoz de Vila, Rahman Attar, Marco Pereañez, Alejandro F. Frangi:
MULTI-X, a State-of-the-Art Cloud-Based Ecosystem for Biomedical Research. BIBM 2018: 1726-1733 - [c7]Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort. STACOM@MICCAI 2018: 114-121 - [c6]Le Zhang, Marco Pereañez, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Multi-Input and Dataset-Invariant Adversarial Learning (MDAL) for Left and Right-Ventricular Coverage Estimation in Cardiac MRI. MICCAI (2) 2018: 481-489 - [i1]Le Zhang, Ali Gooya, Marco Pereañez, Bo Dong, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi:
Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNN. CoRR abs/1811.02688 (2018) - 2017
- [b1]Marco Pereañez:
Enlargement, subdivision and individualization of statistical shape models: Application to 3D medical image segmentation. Pompeu Fabra University, Spain, 2017 - 2016
- [j6]Xènia Albà, Marco Pereañez, Corné Hoogendoorn, Andrew J. Swift, Jim M. Wild, Alejandro F. Frangi, Karim Lekadir:
An Algorithm for the Segmentation of Highly Abnormal Hearts Using a Generic Statistical Shape Model. IEEE Trans. Medical Imaging 35(3): 845-859 (2016) - 2015
- [j5]Marco Pereañez, Karim Lekadir, Isaac Castro-Mateos, José María Pozo, Áron Lazary, Alejandro F. Frangi:
Accurate Segmentation of Vertebral Bodies and Processes Using Statistical Shape Decomposition and Conditional Models. IEEE Trans. Medical Imaging 34(8): 1627-1639 (2015) - [j4]Isaac Castro-Mateos, José María Pozo, Marco Pereañez, Karim Lekadir, Áron Lazary, Alejandro F. Frangi:
Statistical Interspace Models (SIMs): Application to Robust 3D Spine Segmentation. IEEE Trans. Medical Imaging 34(8): 1663-1675 (2015) - [c5]Marco Pereañez, Karim Lekadir, Xènia Albà, Pau Medrano-Gracia, Alistair A. Young, Alejandro F. Frangi:
Patient Metadata-Constrained Shape Models for Cardiac Image Segmentation. STACOM@MICCAI 2015: 98-107 - [c4]Karim Lekadir, Xènia Albà, Marco Pereañez, Alejandro F. Frangi:
Statistical Shape Modeling Using Partial Least Squares: Application to the Assessment of Myocardial Infarction. STACOM@MICCAI 2015: 130-139 - 2014
- [j3]Marco Pereañez, Karim Lekadir, Constantine Butakoff, Corné Hoogendoorn, Alejandro F. Frangi:
A framework for the merging of pre-existing and correspondenceless 3D statistical shape models. Medical Image Anal. 18(7): 1044-1058 (2014) - [j2]Karim Lekadir, Ali Pashaei, Corné Hoogendoorn, Marco Pereañez, Xènia Albà, Alejandro F. Frangi:
Effect of Statistically Derived Fiber Models on the Estimation of Cardiac Electrical Activation. IEEE Trans. Biomed. Eng. 61(11): 2740-2748 (2014) - [j1]Karim Lekadir, Corné Hoogendoorn, Marco Pereañez, Xènia Albà, Ali Pashaei, Alejandro F. Frangi:
Statistical Personalization of Ventricular Fiber Orientation Using Shape Predictors. IEEE Trans. Medical Imaging 33(4): 882-890 (2014) - [c3]Xènia Albà, Karim Lekadir, Corné Hoogendoorn, Marco Pereañez, Andrew J. Swift, Jim M. Wild, Alejandro F. Frangi:
Reusability of Statistical Shape Models for the Segmentation of Severely Abnormal Hearts. STACOM 2014: 257-264 - 2013
- [c2]Karim Lekadir, Ali Pashaei, Corné Hoogendoorn, Marco Pereañez, Xènia Albà, Alejandro F. Frangi:
Personalized Modeling of Cardiac Electrophysiology Using Shape-Based Prediction of Fiber Orientation. STACOM 2013: 196-203 - [c1]Marco Pereañez, Karim Lekadir, Constantine Butakoff, Corné Hoogendoorn, Alejandro F. Frangi:
Fusing Correspondenceless 3D Point Distribution Models. MICCAI (1) 2013: 251-258
Coauthor Index
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