Timothy J. W. Dawes

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All published works

Action	Title	Year	Authors
+ PDF Chat	Deep-learning cardiac motion analysis for human survival prediction	2019	Ghalib Bello Timothy J. W. Dawes Jinming Duan Carlo Biffi Antonio de Marvao Luke Howard J. Simon R. Gibbs Martin R. Wilkins Stuart A. Cook Daniel Rueckert
+ PDF Chat	Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach	2019	Jinming Duan Ghalib Bello Jo Schlemper Wenjia Bai Timothy J. W. Dawes Carlo Biffi Antonio de Marvao Georgia Doumoud Declan P. O’Regan Daniel Rueckert
+	Joint analysis of clinical risk factors and 4D cardiac motion for survival prediction using a hybrid deep learning network	2019	Shihao Jin Nicoló Savioli Antonio de Marvao Timothy J. W. Dawes Axel Gandy Daniel Rueckert Declan P. O’Regan
+ PDF Chat	Deep Nested Level Sets: Fully Automated Segmentation of Cardiac MR Images in Patients with Pulmonary Hypertension	2018	Jinming Duan Jo Schlemper Wenjia Bai Timothy J. W. Dawes Ghalib Bello Georgia Doumou Antonio de Marvao Declan P. O’Regan Daniel Rueckert
+	Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach	2018	Jinming Duan Ghalib Bello Jo Schlemper Wenjia Bai Timothy J. W. Dawes Carlo Biffi Antonio de Marvao Georgia Doumou Declan P. O’Regan Daniel Rueckert
+	Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension	2018	Jinming Duan Jo Schlemper Wenjia Bai Timothy J. W. Dawes Ghalib Bello Georgia Doumou Antonio de Marvao Declan P. O’Regan Daniel Rueckert
+	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
+ PDF Chat	Three-dimensional cardiovascular imaging-genetics: a mass univariate framework	2017	Carlo Biffi Antonio de Marvao Mark Attard Timothy J. W. Dawes Nicola Whiffin Wenjia Bai Wenzhe Shi Catherine Francis Hannah V. Meyer Rachel Buchan

Common Coauthors

Coauthor	Papers Together
Declan P. O’Regan	8
Antonio de Marvao	8
Daniel Rueckert	8
Wenjia Bai	6
Jinming Duan	5
Ghalib Bello	5
Carlo Biffi	4
Jo Schlemper	4
Georgia Doumou	3
Stuart A. Cook	3
Rachel Buchan	1
Ozan Oktay	1
Axel Gandy	1
Nicoló Savioli	1
Mattias P. Heinrich‬	1
Georgia Doumoud	1
Bernhard Kainz	1
Nicola Whiffin	1
Martin R. Wilkins	1
Luke Howard	1
Mark Attard	1
José Caballero	1
Konstantinos Kamnitsas	1
Ben Glocker	1
Wenzhe Shi	1
Shihao Jin	1
Hannah V. Meyer	1
J. Simon R. Gibbs	1
Catherine Francis	1
Enzo Ferrante	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	A Fully Convolutional Neural Network for Cardiac Segmentation in Short-Axis MRI	2016	Phi Vu Tran	3
+	Human-level CMR image analysis with deep fully convolutional networks.	2017	Wenjia Bai Matthew Sinclair Giacomo Tarroni Ozan Oktay Martin Rajchl Ghislain Vaillant Aaron M. Lee Nay Aung Elena Lukaschuk Mihir M. Sanghvi	3
+ PDF Chat	A combined deep-learning and deformable-model approach to fully automatic segmentation of the left ventricle in cardiac MRI	2016	M. R. Avendi Arash Kheradvar Hamid Jafarkhani	3
+ PDF Chat	3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation	2016	Özgün Çiçek Ahmed Abdulkadir Soeren S. Lienkamp Thomas Brox Olaf Ronneberger	3
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	3
+	Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation	2016	Konstantinos Kamnitsas Christian Ledig Virginia Newcombe Joanna Simpson Andrew D. Kane David Menon Daniel Rueckert Ben Glocker	3
+	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	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	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	Fully convolutional multi-scale residual DenseNets for cardiac segmentation and automated cardiac diagnosis using ensemble of classifiers	2018	Mahendra Khened Varghese Alex Kollerathu Ganapathy Krishnamurthi	2
+ PDF Chat	Deep Nested Level Sets: Fully Automated Segmentation of Cardiac MR Images in Patients with Pulmonary Hypertension	2018	Jinming Duan Jo Schlemper Wenjia Bai Timothy J. W. Dawes Ghalib Bello Georgia Doumou Antonio de Marvao Declan P. O’Regan Daniel Rueckert	2
+ PDF Chat	Deep-learning cardiac motion analysis for human survival prediction	2019	Ghalib Bello Timothy J. W. Dawes Jinming Duan Carlo Biffi Antonio de Marvao Luke Howard J. Simon R. Gibbs Martin R. Wilkins Stuart A. Cook Daniel Rueckert	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	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
+	$\nu$-net: Deep Learning for Generalized Biventricular Cardiac Mass and Function Parameters	2017	Hinrich B. Winther Christian Hundt Bertil Schmidt Christoph Czerner Johann Bauersachs Frank Wacker Jens Vogel‐Claussen	2
+ PDF Chat	Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges	2018	Mihaela Pop Maxime Sermesant Pierre-Marc Jodoin Alain Lalande Xiahai Zhuang Guang Yang Alistair A. Young Olivier Bernard	2
+	Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials	2012	Philipp Krähenbühl Vladlen Koltun	2
+ PDF Chat	An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation	2018	Christian F. Baumgartner Lisa M. Koch Marc Pollefeys Ender Konukoğlu	2
+ PDF Chat	V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation	2016	Fausto Milletarì Nassir Navab Seyed‐Ahmad Ahmadi	2
+	Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network	2018	Mina Nasr-Esfahani Majid Mohrekesh Mojtaba Akbari S. M. Reza Soroushmehr Ebrahim Nasr-Esfahani Nader Karimi Shadrokh Samavi Kayvan Najarian	2
+ PDF Chat	An Uncertain Future: Forecasting from Static Images Using Variational Autoencoders	2016	Jacob Walker Carl Doersch Abhinav Gupta Martial Hebert	1
+	Incorporating prior knowledge in medical image segmentation: a survey.	2016	Masoud S. Nosrati Ghassan Hamarneh	1
+ PDF Chat	Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images	2016	Hao Chen Yefeng Zheng JinHyeong Park Pheng‐Ann Heng Shuai Zhou	1
+ PDF Chat	Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network	2016	Wenzhe Shi José Caballero Ferenc Huszár Johannes Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang	1
+ PDF Chat	Accelerating the Super-Resolution Convolutional Neural Network	2016	Chao Dong Chen Change Loy Xiaoou Tang	1
+	Semantic Segmentation using Adversarial Networks	2016	Pauline Luc Camille Couprie Soumith Chintala Jakob Verbeek	1
+ PDF Chat	Deep Representation Learning for Human Motion Prediction and Classification	2017	Judith Bütepage Michael J. Black Danica Kragić Hedvig Kjellström	1
+	2D-3D Fully Convolutional Neural Networks for Cardiac MR Segmentation	2017	Jay Patravali Shubham Jain Sasank Chilamkurthy	1
+ PDF Chat	DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network	2018	Jared Katzman Uri Shaham Alexander Cloninger Jonathan Bates Tingting Jiang Yuval Kluger	1
+ PDF Chat	DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks	2018	Changhee Lee William R. Zame Jinsung Yoon Mihaela van der Schaar	1
+	Disease-Atlas: Navigating Disease Trajectories with Deep Learning	2018	Bryan Lim Mihaela van der Schaar	1
+ PDF Chat	Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling	2018	Carlo Biffi Ozan Oktay Giacomo Tarroni Wenjia Bai Antonio de Marvao Georgia Doumou Martin Rajchl Reem Bedair Sanjay Prasad Stuart A. Cook	1
+ PDF Chat	Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach	2019	Jinming Duan Ghalib Bello Jo Schlemper Wenjia Bai Timothy J. W. Dawes Carlo Biffi Antonio de Marvao Georgia Doumoud Declan P. O’Regan Daniel Rueckert	1
+	Graph- and finite element-based total variation models for the inverse problem in diffuse optical tomography	2019	Wenqi Lu Jinming Duan David Orive-Miguel Lionel Hervé Iain B. Styles	1
+	Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data	2019	Changhee Lee Jinsung Yoon Mihaela van der Schaar	1
+ PDF Chat	GSimp: A Gibbs sampler based left-censored missing value imputation approach for metabolomics studies	2018	Runmin Wei Jingye Wang Erik Jia Tianlu Chen Yan Ni Jia Wang	1
+	Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images	2016	Hao Chen Yefeng Zheng JinHyeong Park Pheng‐Ann Heng Shuai Zhou	1
+	Holistically-Nested Edge Detection	2015	Saining Xie Zhuowen Tu	1
+	Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach	2018	Jinming Duan Ghalib Bello Jo Schlemper Wenjia Bai Timothy J. W. Dawes Carlo Biffi Antonio de Marvao Georgia Doumou Declan P. O’Regan Daniel Rueckert	1
+	Deep representation learning for human motion prediction and classification	2017	Judith Bütepage Michael J. Black Danica Kragić Hedvig Kjellström	1
+ PDF Chat	Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features	2018	Fabian Isensee Paul F. Jaeger Peter M. Full Ivo Wolf Sandy Engelhardt Klaus H. Maier‐Hein	1
+ PDF Chat	Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network	2017	Christian Ledig Lucas Theis Ferenc Huszár José Caballero Andrew Cunningham Alejandro Acosta Andrew P. Aitken Alykhan Tejani Johannes Totz Zehan Wang	1
+	Discriminative Recurrent Sparse Auto-Encoders	2013	Jason Tyler Rolfe Yann LeCun	1
+ PDF Chat	2D-3D Fully Convolutional Neural Networks for Cardiac MR Segmentation	2018	Jay Patravali Shubham Jain Sasank Chilamkurthy	1
+ PDF Chat	Iterative Instance Segmentation	2016	Ke Li Bharath Hariharan Jitendra Malik	1
+ PDF Chat	Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network	2018	Mina Nasr-Esfahani Majid Mohrekesh Mojtaba Akbari S. M. Reza Soroushmehr Ebrahim Nasr-Esfahani Nader Karimi Shadrokh Samavi Kayvan Najarian	1
+ PDF Chat	Learning a Predictable and Generative Vector Representation for Objects	2016	Rohit Girdhar David F. Fouhey Mikel Rodríguez Abhinav Gupta	1
+	Multivariate Data Analysis, 6th ed	2006	Ronald L. Tatham Rolph E. Anderson Barry J. Babin William C. Black Joseph F. Hair	1
+	Disease-Atlas: Navigating Disease Trajectories with Deep Learning	2018	Bryan Lim Mihaela van der Schaar	1
+	Incorporating prior knowledge in medical image segmentation: a survey	2016	Masoud S. Nosrati Ghassan Hamarneh	1