Marco Pereañez

26 papers Journal 13Unranked 11

Year	Rank	Type	Title / Venue / Authors
2019	—	`conf`	3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata. MICCAI (2) Rahman Attar, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2019	J	`jnl`	3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata. CoRR Rahman Attar, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2019	J	`jnl`	Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging With Fisher-Discriminative 3-D CNN. IEEE Trans. Biomed. Eng. Le Zhang, Ali Gooya, Marco Pereañez, Bo Dong, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2019	J	`jnl`	High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort. CoRR Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2019	—	`ch.`	Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Le Zhang, Marco Pereañez, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2019	—	`conf`	Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets. MICCAI (2) Le Zhang, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2019	J	`jnl`	Quantitative CMR population imaging on 20, 000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation. Medical Image Anal. 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
2019	—	`conf`	Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks. MICCAI (2) Le Zhang, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2018	J	`jnl`	Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNN. CoRR Le Zhang, Ali Gooya, Marco Pereañez, Bo Dong, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2018	J	`jnl`	Automatic initialization and quality control of large-scale cardiac MRI segmentations. Medical Image Anal. Xènia Albà, Karim Lekadir, Marco Pereañez, Pau Medrano-Gracia, Alistair A. Young, Alejandro F. Frangi
2018	—	`conf`	High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort. STACOM@MICCAI Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2018	—	`conf`	MULTI-X, a State-of-the-Art Cloud-Based Ecosystem for Biomedical Research. BIBM Milton Hoz de Vila, Rahman Attar, Marco Pereañez, Alejandro F. Frangi
2018	—	`conf`	Multi-Input and Dataset-Invariant Adversarial Learning (MDAL) for Left and Right-Ventricular Coverage Estimation in Cardiac MRI. MICCAI (2) Le Zhang, Marco Pereañez, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2018	J	`jnl`	Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge. IEEE J. Biomed. Health Informatics 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
2017	—	`—`	Enlargement, subdivision and individualization of statistical shape models: Application to 3D medical image segmentation. Marco Pereañez
2016	J	`jnl`	An Algorithm for the Segmentation of Highly Abnormal Hearts Using a Generic Statistical Shape Model. IEEE Trans. Medical Imaging Xènia Albà, Marco Pereañez, Corné Hoogendoorn, Andrew J. Swift, Jim M. Wild, Alejandro F. Frangi, Karim Lekadir
2015	J	`jnl`	Accurate Segmentation of Vertebral Bodies and Processes Using Statistical Shape Decomposition and Conditional Models. IEEE Trans. Medical Imaging Marco Pereañez, Karim Lekadir, Isaac Castro-Mateos, José María Pozo, Áron Lazary, Alejandro F. Frangi
2015	—	`conf`	Patient Metadata-Constrained Shape Models for Cardiac Image Segmentation. STACOM@MICCAI Marco Pereañez, Karim Lekadir, Xènia Albà, Pau Medrano-Gracia, Alistair A. Young, Alejandro F. Frangi
2015	J	`jnl`	Statistical Interspace Models (SIMs): Application to Robust 3D Spine Segmentation. IEEE Trans. Medical Imaging Isaac Castro-Mateos, José María Pozo, Marco Pereañez, Karim Lekadir, Áron Lazary, Alejandro F. Frangi
2015	—	`conf`	Statistical Shape Modeling Using Partial Least Squares: Application to the Assessment of Myocardial Infarction. STACOM@MICCAI Karim Lekadir, Xènia Albà, Marco Pereañez, Alejandro F. Frangi
2014	J	`jnl`	A framework for the merging of pre-existing and correspondenceless 3D statistical shape models. Medical Image Anal. Marco Pereañez, Karim Lekadir, Constantine Butakoff, Corné Hoogendoorn, Alejandro F. Frangi
2014	J	`jnl`	Effect of Statistically Derived Fiber Models on the Estimation of Cardiac Electrical Activation. IEEE Trans. Biomed. Eng. Karim Lekadir, Ali Pashaei, Corné Hoogendoorn, Marco Pereañez, Xènia Albà, Alejandro F. Frangi
2014	—	`conf`	Reusability of Statistical Shape Models for the Segmentation of Severely Abnormal Hearts. STACOM Xènia Albà, Karim Lekadir, Corné Hoogendoorn, Marco Pereañez, Andrew J. Swift, Jim M. Wild, Alejandro F. Frangi
2014	J	`jnl`	Statistical Personalization of Ventricular Fiber Orientation Using Shape Predictors. IEEE Trans. Medical Imaging Karim Lekadir, Corné Hoogendoorn, Marco Pereañez, Xènia Albà, Ali Pashaei, Alejandro F. Frangi
2013	—	`conf`	Fusing Correspondenceless 3D Point Distribution Models. MICCAI (1) Marco Pereañez, Karim Lekadir, Constantine Butakoff, Corné Hoogendoorn, Alejandro F. Frangi
2013	—	`conf`	Personalized Modeling of Cardiac Electrophysiology Using Shape-Based Prediction of Fiber Orientation. STACOM Karim Lekadir, Ali Pashaei, Corné Hoogendoorn, Marco Pereañez, Xènia Albà, Alejandro F. Frangi