Aurélien Bustin

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All published works

Action	Title	Year	Authors
+	Pilot tone-guided focused navigation for free-breathing whole-liver fat-water and T2* quantification	2023	Adèle Mackowiak Christopher W. Roy Mariana Falcão Mario Bacher Aurélien Bustin Jérôme Yerly Peter Speier Matthias Stuber Naïk Vietti Violi Jessica Bastiaansen
+ PDF Chat	Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation	2020	İlkay Öksüz James R. Clough Bram Ruijsink Esther Puyol Antón Aurélien Bustin Gastão Cruz Claudia Prieto Andrew P. King Julia A. Schnabel
+	Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation	2019	İlkay Öksüz James R. Clough Bram Ruijsink Esther Puyol Antón Aurélien Bustin Gastão Cruz Claudia Prieto Andrew P. King Julia A. Schnabel
+	Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning	2019	İlkay Öksüz Bram Ruijsink Esther Puyol‐Antón James R. Clough Gastão Cruz Aurélien Bustin Claudia Prieto René M. Botnar Daniel Rueckert Julia A. Schnabel
+ PDF Chat	Magnetic Resonance Fingerprinting Using Recurrent Neural Networks	2019	İlkay Öksüz Gastão Cruz James R. Clough Aurélien Bustin Nicolo Fuin René M. Botnar Claudia Prieto Andrew P. King Julia A. Schnabel
+	Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space	2019	lkay Oksuz James R. Clough Bram Ruijsink Esther Puyol‐Antón Aurélien Bustin Gastão Cruz Claudia Prieto Daniel Rueckert Andrew P. King Julia A. Schnabel
+	Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation	2019	İlkay Öksüz James R. Clough Bram Ruijsink Esther Puyol Antón Aurélien Bustin Gastão Cruz Claudia Prieto Andrew P. King Julia A. Schnabel
+	Magnetic Resonance Fingerprinting using Recurrent Neural Networks	2018	İlkay Öksüz Gastão Cruz James R. Clough Aurélien Bustin Nicolo Fuin René M. Botnar Claudia Prieto Andrew P. King Julia A. Schnabel
+	Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection	2018	İlkay Öksüz Bram Ruijsink Esther Puyol‐Antón Aurélien Bustin Gastão Cruz Claudia Prieto Daniel Rueckert Julia A. Schnabel Andrew P. King
+ PDF Chat	Deep Learning Using K-Space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection	2018	İlkay Öksüz Bram Ruijsink Esther Puyol‐Antón Aurélien Bustin Gastão Cruz Claudia Prieto Daniel Rueckert Julia A. Schnabel Andrew P. King
+	Magnetic Resonance Fingerprinting using Recurrent Neural Networks	2018	İlkay Öksüz Gastão Cruz James R. Clough Aurélien Bustin Nicolo Fuin René M. Botnar Claudia Prieto Andrew P. King Julia A. Schnabel
+	Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning	2018	İlkay Öksüz Bram Ruijsink Esther Puyol‐Antón James R. Clough Gastão Cruz Aurélien Bustin Claudia Prieto René M. Botnar Daniel Rueckert Julia A. Schnabel
+	Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection	2018	İlkay Öksüz Bram Ruijsink Esther Puyol‐Antón Aurélien Bustin Gastão Cruz Claudia Prieto Daniel Rueckert Julia A. Schnabel Andrew P. King
+ PDF Chat	Motion Estimated-Compensated Reconstruction with Preserved-Features in Free-Breathing Cardiac MRI	2017	Aurélien Bustin Anne Menini Martin Janich Darius Burschka Jacques Felblinger Anja Brau Freddy Odille
+	Motion Estimated-Compensated Reconstruction with Preserved-Features in Free-Breathing Cardiac MRI	2016	Aurélien Bustin Anne Menini Martin Janich Darius Burschka Jacques Felblinger Anja Brau Freddy Odille
+	Motion Estimated-Compensated Reconstruction with Preserved-Features in Free-Breathing Cardiac MRI	2016	Aurélien Bustin Anne Menini Martin Janich Darius Burschka Jacques Felblinger Anja Brau Freddy Odille

Common Coauthors

Coauthor	Papers Together
Claudia Prieto	12
Gastão Cruz	12
Andrew P. King	12
Julia A. Schnabel	12
İlkay Öksüz	11
James R. Clough	9
Bram Ruijsink	9
Daniel Rueckert	6
Esther Puyol‐Antón	6
René M. Botnar	5
Martin Janich	3
Freddy Odille	3
Darius Burschka	3
Jacques Felblinger	3
Anne Menini	3
Nicolo Fuin	3
Esther Puyol Antón	3
Anja Brau	3
Adèle Mackowiak	1
Matthias Stuber	1
Christopher W. Roy	1
Mario Bacher	1
Mariana Falcão	1
lkay Oksuz	1
Jessica Bastiaansen	1
Peter Speier	1
Naïk Vietti Violi	1
Jérôme Yerly	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Learning Spatiotemporal Features with 3D Convolutional Networks	2015	Du Tran Lubomir Bourdev Rob Fergus Lorenzo Torresani Manohar Paluri	6
+	A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction	2017	Jo Schlemper José Caballero Joseph V. Hajnal Anthony N. Price Daniel Rueckert	3
+ PDF Chat	Automatic Quality Control of Cardiac MRI Segmentation in Large-Scale Population Imaging	2017	R. H. Robinson Vanya V. Valindria Wenjia Bai Hideaki Suzuki Paul M. Matthews Chris Page Daniel Rueckert Ben Glocker	3
+ PDF Chat	Learning-Based Quality Control for Cardiac MR Images	2018	Giacomo Tarroni Ozan Oktay Wenjia Bai Andreas Schuh Hideaki Suzuki Jonathan Passerat‐Palmbach Antonio de Marvao Declan P. O’Regan Stuart A. Cook Ben Glocker	3
+ PDF Chat	Real‐time cardiovascular MR with spatio‐temporal artifact suppression using deep learning–proof of concept in congenital heart disease	2018	Andreas Hauptmann Simon Arridge Felix Lucka Vivek Muthurangu Jennifer A. Steeden	3
+ PDF Chat	Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction	2018	Chen Qin Jo Schlemper José Caballero Anthony N. Price Joseph V. Hajnal Daniel Rueckert	3
+ PDF Chat	A machine-learning framework for automatic reference-free quality assessment in MRI	2018	Thomas Küstner Sergios Gatidis Annika Liebgott Martin Schwartz Lars Mauch Petros Martirosian H. R. Schmidt NF Schwenzer Konstantin Nikolaou Fabian Bamberg	3
+	Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning	2019	İlkay Öksüz Bram Ruijsink Esther Puyol‐Antón James R. Clough Gastão Cruz Aurélien Bustin Claudia Prieto René M. Botnar Daniel Rueckert Julia A. Schnabel	3
+ PDF Chat	Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network	2019	Liyan Sun Zhiwen Fan Xinghao Ding Yue Huang John Paisley	2
+ PDF Chat	A survey on deep learning in medical image analysis	2017	Geert Litjens Thijs Kooi Babak Ehteshami Bejnordi Arnaud Arindra Adiyoso Setio Francesco Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken Clara I. Sá‎nchez	2
+ PDF Chat	Automated cardiovascular magnetic resonance image analysis with fully convolutional networks	2018	Wenjia Bai Matthew Sinclair Giacomo Tarroni Ozan Oktay Martin Rajchl Ghislain Vaillant Aaron M. Lee Nay Aung Elena Lukaschuk Mihir M. Sanghvi	2
+ PDF Chat	CardiacNET: Segmentation of Left Atrium and Proximal Pulmonary Veins from MRI Using Multi-view CNN	2017	Aliasghar Mortazi Rashed Karim Kawal Rhode Jeremy R. Burt Ulaş Bağcı	2
+	Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation	2017	Ozan Oktay Enzo Ferrante Konstantinos Kamnitsas Mattias P. Heinrich‬ Wenjia Bai José Caballero Stuart A. Cook Antonio de Marvao Timothy J. W. Dawes Declan P. O’Regan	2
+	Segmentation-Aware Image Denoising without Knowing True Segmentation	2019	Sicheng Wang Bihan Wen Junru Wu Dacheng Tao Zhangyang Wang	2
+ PDF Chat	Brain Segmentation from k-Space with End-to-End Recurrent Attention Network	2019	Qiaoying Huang Xiaohong Chen Dimitris Metaxas Mariappan S. Nadar	2
+ PDF Chat	${k}$ -Space Deep Learning for Accelerated MRI	2019	Yoseob Han Leonard Sunwoo Jong Chul Ye	2
+	When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach	2018	Ding Liu Bihan Wen Xianming Liu Zhangyang Wang Thomas Huang	2
+	Comparative Study of CNN and RNN for Natural Language Processing	2017	Wenpeng Yin Katharina Kann Mo Yu Hinrich Schütze	2
+ PDF Chat	Geometry of Deep Learning for Magnetic Resonance Fingerprinting	2019	Mohammad Golbabaee Dongdong Chen Pedro A. Gómez Marion I. Menzel Mike E. Davies	1
+	Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection	2018	İlkay Öksüz Bram Ruijsink Esther Puyol‐Antón Aurélien Bustin Gastão Cruz Claudia Prieto Daniel Rueckert Julia A. Schnabel Andrew P. King	1
+	Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space	2019	lkay Oksuz James R. Clough Bram Ruijsink Esther Puyol‐Antón Aurélien Bustin Gastão Cruz Claudia Prieto Daniel Rueckert Andrew P. King Julia A. Schnabel	1
+ PDF Chat	NIMA: Neural Image Assessment	2018	Hossein Talebi Peyman Milanfar	1
+ PDF Chat	Training Medical Image Analysis Systems like Radiologists	2018	Gabriel Maicas Andrew P. Bradley Jacinto C. Nascimento Ian Reid Gustavo Carneiro	1
+ PDF Chat	Better than real: Complex-valued neural nets for MRI fingerprinting	2017	Patrick Virtue Stella X. Yu Michael Lustig	1
+ PDF Chat	An Adaptive Sampling Scheme to Efficiently Train Fully Convolutional Networks for Semantic Segmentation	2018	Lorenz Berger Hyde Eoin M. Jorge Cardoso Sébastien Ourselin	1
+ PDF Chat	MRF denoising with compressed sensing and adaptive filtering	2014	Zhe Wang Qinwei Zhang Jing Yuan Xiaogang Wang	1
+ PDF Chat	CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance	2017	Andrew Jesson Nicolas Guizard Sina Hamidi Ghalehjegh Damien Goblot Florian Soudan Nicolas Chapados	1
+ PDF Chat	Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data	2017	Salman Khan Munawar Hayat Mohammed Bennamoun Ferdous Sohel Roberto Togneri	1
+	On the Properties of Neural Machine Translation: Encoder–Decoder Approaches	2014	Kyunghyun Cho Bart van Merriënboer Dzmitry Bahdanau Yoshua Bengio	1
+	Deep learning for undersampled MRI reconstruction	2018	Chang Min Hyun Hwa Pyung Kim Sung Min Lee Sung Chul Lee Jin Keun Seo	1
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	1
+ PDF Chat	Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information	2006	Emmanuel J. Candès Justin Romberg Terence Tao	1
+	On the Properties of Neural Machine Translation: Encoder-Decoder Approaches	2014	Kyunghyun Cho Bart van Merriënboer Dzmitry Bahdanau Yoshua Bengio	1
+	Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach	1988	Elizabeth R. DeLong David M. DeLong Daniel L. Clarke‐Pearson	1
+	Long-Term Recurrent Convolutional Networks for Visual Recognition and Description	2016	Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan Sergio Guadarrama Kate Saenko Trevor Darrell	1
+ PDF Chat	Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising	2017	Kai Zhang Wangmeng Zuo Yunjin Chen Deyu Meng Lei Zhang	1
+ PDF Chat	Curriculum learning of multiple tasks	2015	Anastasia Pentina Viktoriia Sharmanska Christoph H. Lampert	1
+ PDF Chat	Image reconstruction by domain-transform manifold learning	2018	Bo Zhu Jeremiah Zhe Liu Stephen Cauley Bruce R. Rosen Matthew S. Rosen	1
+	Wide Inference Network for Image Denoising.	2017	Peng Liu Ruogu Fang	1
+	Wide Inference Network for Image Denoising via Learning Pixel-distribution Prior	2017	Peng Liu Ruogu Fang	1
+ PDF Chat	Pre and post-hoc diagnosis and interpretation of malignancy from breast DCE-MRI	2019	Gabriel Maicas Andrew P. Bradley Jacinto C. Nascimento Ian Reid Gustavo Carneiro	1
+ PDF Chat	MR fingerprinting Deep RecOnstruction NEtwork (DRONE)	2018	Ouri Cohen Bo Zhu Matthew S. Rosen	1
+	k-Space Deep Learning for Accelerated MRI	2018	Yoseob Han Leonard Sunwoo Jong Chul Ye	1
+ PDF Chat	Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks	2018	Fabian Balsiger Amaresha Shridhar Konar Shivaprasad Ashok Chikop Vimal Chandran Olivier Scheidegger Sairam Geethanath Mauricio Reyes	1
+ PDF Chat	Deep Learning Using K-Space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection	2018	İlkay Öksüz Bram Ruijsink Esther Puyol‐Antón Aurélien Bustin Gastão Cruz Claudia Prieto Daniel Rueckert Julia A. Schnabel Andrew P. King	1