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1
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences
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Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences

Qin, Chen ; Bai, Wenjia ; Schlemper, Jo ; Petersen, Steffen E. ; Piechnik, Stefan K. ; Neubauer, Stefan ; Rueckert, Daniel

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.472-480 [Periódico revisado por pares]

Cham: Springer International Publishing

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2
Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation
Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation
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Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation

Puyol-Antón, Esther ; Ruijsink, Bram ; Piechnik, Stefan K. ; Neubauer, Stefan ; Petersen, Steffen E. ; Razavi, Reza ; King, Andrew P.

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, p.413-423 [Periódico revisado por pares]

Cham: Springer International Publishing

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3
Ensemble of Deep Convolutional Neural Networks with Monte Carlo Dropout Sampling for Automated Image Segmentation Quality Control and Robust Deep Learning Using Small Datasets
Ensemble of Deep Convolutional Neural Networks with Monte Carlo Dropout Sampling for Automated Image Segmentation Quality Control and Robust Deep Learning Using Small Datasets
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Ensemble of Deep Convolutional Neural Networks with Monte Carlo Dropout Sampling for Automated Image Segmentation Quality Control and Robust Deep Learning Using Small Datasets

Hann, Evan ; Gonzales, Ricardo A. ; Popescu, Iulia A. ; Zhang, Qiang ; Ferreira, Vanessa M. ; Piechnik, Stefan K.

Medical Image Understanding and Analysis, p.280-293 [Periódico revisado por pares]

Cham: Springer International Publishing

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4
Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image
Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image
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Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image

Qin, Chen ; Bai, Wenjia ; Schlemper, Jo ; Petersen, Steffen E. ; Piechnik, Stefan K. ; Neubauer, Stefan ; Rueckert, Daniel

Machine Learning for Medical Image Reconstruction, p.55-63 [Periódico revisado por pares]

Cham: Springer International Publishing

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5
Multi-Input and Dataset-Invariant Adversarial Learning (MDAL) for Left and Right-Ventricular Coverage Estimation in Cardiac MRI
Multi-Input and Dataset-Invariant Adversarial Learning (MDAL) for Left and Right-Ventricular Coverage Estimation in Cardiac MRI
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Multi-Input and Dataset-Invariant Adversarial Learning (MDAL) for Left and Right-Ventricular Coverage Estimation in Cardiac MRI

Zhang, Le ; Pereañez, Marco ; Piechnik, Stefan K. ; Neubauer, Stefan ; Petersen, Steffen E. ; Frangi, Alejandro F.

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.481-489 [Periódico revisado por pares]

Cham: Springer International Publishing

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6
3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata
3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata
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3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata

Attar, Rahman ; Pereañez, Marco ; Bowles, Christopher ; Piechnik, Stefan K. ; Neubauer, Stefan ; Petersen, Steffen E. ; Frangi, Alejandro F.

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.586-594 [Periódico revisado por pares]

Cham: Springer International Publishing

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7
Real-Time Prediction of Segmentation Quality
Real-Time Prediction of Segmentation Quality
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Real-Time Prediction of Segmentation Quality

Robinson, Robert ; Oktay, Ozan ; Bai, Wenjia ; Valindria, Vanya V. ; Sanghvi, Mihir M. ; Aung, Nay ; Paiva, José M. ; Zemrak, Filip ; Fung, Kenneth ; Lukaschuk, Elena ; Lee, Aaron M. ; Carapella, Valentina ; Kim, Young Jin ; Kainz, Bernhard ; Piechnik, Stefan K. ; Neubauer, Stefan ; Petersen, Steffen E. ; Page, Chris ; Rueckert, Daniel ; Glocker, Ben

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.578-585 [Periódico revisado por pares]

Cham: Springer International Publishing

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8
Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks
Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks
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Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks

Zhang, Le ; Pereañez, Marco ; Bowles, Christopher ; Piechnik, Stefan K. ; Neubauer, Stefan ; Petersen, Steffen E. ; Frangi, Alejandro F.

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.660-668 [Periódico revisado por pares]

Cham: Springer International Publishing

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9
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort
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High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort

Attar, Rahman ; Pereañez, Marco ; Gooya, Ali ; Albà, Xènia ; Zhang, Le ; Piechnik, Stefan K. ; Neubauer, Stefan ; Petersen, Steffen E. ; Frangi, Alejandro F.

Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, p.114-121 [Periódico revisado por pares]

Cham: Springer International Publishing

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10
Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging
Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging
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Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging

Lu, Le ; Wang, Xiaosong ; Carneiro, Gustavo ; Yang, Lin

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019, p.299-321 [Periódico revisado por pares]

Switzerland: Springer International Publishing AG

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