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1

[Lecture Notes in Computer Science] Machine Learning for Medical Image Reconstruction Volume 11905 (Second International Workshop, MLMIR 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings) ||

Knoll, Florian, Maier, Andreas, Rueckert, Daniel, Ye, Jong Chul

Year:

2019

Language:

english

File:

PDF, 51.36 MB

english, 2019

2

Self-supervised learning for medical image analysis using image context restoration

Chen, Liang, Bentley, Paul, Mori, Kensaku, Misawa, Kazunari, Fujiwara, Michitaka, Rueckert, Daniel

Journal:

Medical Image Analysis

Year:

2019

Language:

english

File:

PDF, 2.23 MB

english, 2019

3

[IEEE 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Las Vegas, NV, USA (2016.6.27-2016.6.30)] 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

Shi, Wenzhe, Caballero, Jose, Huszar, Ferenc, Totz, Johannes, Aitken, Andrew P., Bishop, Rob, Rueckert, Daniel, Wang, Zehan

Year:

2016

Language:

english

File:

PDF, 3.31 MB

english, 2016

4

Fostering Confidence and Risk Taking in MA in TESOL Students via Community English Teaching

Rueckert, Daniel L.

Journal:

Year:

2013

Language:

english

File:

PDF, 76 KB

english, 2013

5

[Lecture Notes in Computer Science] Machine Learning for Medical Image Reconstruction Volume 11074 (First International Workshop, MLMIR 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings) || Sparse-View CT Reconstruction Using Wasserstein GANs

Knoll, Florian, Maier, Andreas, Rueckert, Daniel

Year:

2018

Language:

english

File:

PDF, 1.57 MB

english, 2018

6

Gamifying the foreign language classroom for brainâfriendly learning

Rueckert, Daniel, Pico, Karina, Kim, Daesang, Calero SÃ¡nchez, Ximena

Journal:

Foreign Language Annals

Year:

2020

File:

PDF, 908 KB

2020

7

Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data

Stephen M. Smith, Mark Jenkinson, Heidi Johansen-Berg, Daniel Rueckert, Thomas E. Nichols, Clare E. Mackay, Kate E. Watkins, Olga Ciccarelli, M. Zaheer Cader, Paul M. Matthews, Timothy E.J. Behrens

Journal:

Year:

2006

Language:

english

File:

PDF, 1.65 MB

english, 2006

8

Prediction of stroke thrombolysis outcome using CT brain machine learning

Bentley, Paul, Ganesalingam, Jeban, Carlton Jones, Anoma Lalani, Mahady, Kate, Epton, Sarah, Rinne, Paul, Sharma, Pankaj, Halse, Omid, Mehta, Amrish, Rueckert, Daniel

Journal:

NeuroImage: Clinical

Year:

2014

Language:

english

File:

PDF, 750 KB

english, 2014

9

Deep-learning cardiac motion analysis for human survival prediction

Bello, Ghalib A., Dawes, Timothy J. W., Duan, Jinming, Biffi, Carlo, de Marvao, Antonio, Howard, Luke S. G. E., Gibbs, J. Simon R., Wilkins, Martin R., Cook, Stuart A., Rueckert, Daniel, O’Regan, Decl

Journal:

Nature Machine Intelligence

Year:

2019

Language:

english

File:

PDF, 3.56 MB

english, 2019

10

Machine learning in cardiovascular magnetic resonance: basic concepts and applications

Leiner, Tim, Rueckert, Daniel, Suinesiaputra, Avan, Baeßler, Bettina, Nezafat, Reza, Išgum, Ivana, Young, Alistair A.

Journal:

Journal of Cardiovascular Magnetic Resonance

Year:

2019

Language:

english

File:

PDF, 21.58 MB

english, 2019

11

Diffeomorphic 3D Image Registration via Geodesic Shooting Using an Efficient Adjoint Calculation

François-Xavier Vialard, Laurent Risser, Daniel Rueckert, Colin J. Cotter

Journal:

International Journal of Computer Vision

Year:

2012

Language:

english

File:

PDF, 1.02 MB

english, 2012

12

Acquisition and voxelwise analysis of multi-subject diffusion data with Tract-Based Spatial Statistics

Smith, Stephen M, Johansen-Berg, Heidi, Jenkinson, Mark, Rueckert, Daniel, Nichols, Thomas E, Miller, Karla L, Robson, Matthew D, Jones, Derek K, Klein, Johannes C, Bartsch, Andreas J

Journal:

Nature Protocols

Year:

2007

Language:

english

File:

PDF, 325 KB

english, 2007

13

Reconstruction of a 3D surface from video that is robust to missing data and outliers: Application to minimally invasive surgery using stereo and mono endoscopes

Mingxing Hu, Graeme Penney, Michael Figl, Philip Edwards, Fernando Bello, Roberto Casula, Daniel Rueckert, David Hawkes

Journal:

Medical Image Analysis

Year:

2012

Language:

english

File:

PDF, 1.65 MB

english, 2012

14

Fast and robust multi-atlas segmentation of brain magnetic resonance images

Jyrki MP. Lötjönen, Robin Wolz, Juha R. Koikkalainen, Lennart Thurfjell, Gunhild Waldemar, Hilkka Soininen, Daniel Rueckert

Journal:

Year:

2010

Language:

english

File:

PDF, 1.23 MB

english, 2010

15

Identifying population differences in whole-brain structural networks: A machine learning approach

Emma C. Robinson, Alexander Hammers, Anders Ericsson, A. David Edwards, Daniel Rueckert

Journal:

Year:

2010

Language:

english

File:

PDF, 1.25 MB

english, 2010

16

[Lecture Notes in Computer Science] Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009 Volume 5762 || Discriminative, Semantic Segmentation of Brain Tissue in MR Images

Yang, Guang-Zhong, Hawkes, David, Rueckert, Daniel, Noble, Alison, Taylor, Chris

Year:

2009

Language:

english

File:

PDF, 328 KB

english, 2009

17

[Lecture Notes in Computer Science] Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009 Volume 5762 || Real-Time Prediction of Brain Shift Using Nonlinear Finite Element Algorithms

Yang, Guang-Zhong, Hawkes, David, Rueckert, Daniel, Noble, Alison, Taylor, Chris

Year:

2009

Language:

english

File:

PDF, 357 KB

english, 2009

18

[IEEE Gesture Recognition (FG 2011) - Santa Barbara, CA, USA (2011.03.21-2011.03.25)] Face and Gesture 2011 - A dynamic approach to the recognition of 3D facial expressions and their temporal models

Sandbach, Georgia, Zafeiriou, Stefanos, Pantic, Maja, Rueckert, Daniel

Year:

2011

Language:

english

File:

PDF, 920 KB

english, 2011

19

[IEEE 2011 8th IEEE International Symposium on Biomedical Imaging (ISBI 2011) - Chicago, IL, USA (2011.03.30-2011.04.2)] 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Construction of a 4D atlas of the developing brain using non-rigid registration

Serag, Ahmed, Aljabar, Paul, Counsell, Serena, Boardman, James, Hajnal, Jo V., Rueckert, Daniel

Year:

2011

Language:

english

File:

PDF, 225 KB

english, 2011

20

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 9467 || A Spatially Constrained Deep Learning Framework for Detection of Epithelial Tumor Nuclei in Cancer Histology Images

Wu, Guorong, Coupé, Pierrick, Zhan, Yiqiang, Munsell, Brent, Rueckert, Daniel

Year:

2015

Language:

english

File:

PDF, 2.18 MB

english, 2015

21

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 9467 || Improving Accuracy of Automatic Hippocampus Segmentation in Routine MRI by Features Learned from Ultra-High Field MRI

Wu, Guorong, Coupé, Pierrick, Zhan, Yiqiang, Munsell, Brent, Rueckert, Daniel

Year:

2015

Language:

english

File:

PDF, 679 KB

english, 2015

22

Efficient Multi-Scale 3D CNN with fully connected CRF for Accurate Brain Lesion Segmentation

Kamnitsas, Konstantinos, Ledig, Christian, Newcombe, Virginia F.J., Simpson, Joanna P., Kane, Andrew D., Menon, David K., Rueckert, Daniel, Glocker, Ben

Journal:

Medical Image Analysis

Year:

2016

Language:

english

File:

PDF, 14.10 MB

english, 2016

23

[IEEE 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) - Naples, Italy (2016.11.28-2016.12.1)] 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) - Fast Fully Automatic Segmentation of the Severely Abnormal Human Right Ventricle from Cardiovascular Magnetic Resonance Images Using a Multi-Scale 3D Convolutional Neural Network

Giannakidis, Archontis, Kamnitsas, Konstantinos, Spadotto, Veronica, Keegan, Jennifer, Smith, Gillian, Glocker, Ben, Rueckert, Daniel, Ernst, Sabine, Gatzoulis, Michael A., Pennell, Dudley J., Babu-Na

Year:

2016

Language:

english

File:

PDF, 607 KB

english, 2016

24

A review on automatic fetal and neonatal brain MRI segmentation

Makropoulos, Antonios, Counsell, Serena J., Rueckert, Daniel

Journal:

Year:

2017

Language:

english

File:

PDF, 22.53 MB

english, 2017

25

Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer’s Disease

Parisot, Sarah, Ktena, Sofia Ira, Ferrante, Enzo, Lee, Matthew, Guerrero, Ricardo, Glocker, Ben, Rueckert, Daniel

Journal:

Medical Image Analysis

Year:

2018

Language:

english

File:

PDF, 8.23 MB

english, 2018

26

Automated Detection of Motion Artefacts in MR Imaging Using Decision Forests

Lorch, Benedikt, Vaillant, Ghislain, Baumgartner, Christian, Bai, Wenjia, Rueckert, Daniel, Maier, Andreas

Journal:

Journal of Medical Engineering

Year:

2017

Language:

english

File:

PDF, 5.04 MB

english, 2017

27

[Lecture Notes in Computer Science] Machine Learning for Medical Image Reconstruction Volume 11074 (First International Workshop, MLMIR 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings) || Improved Time-Resolved MRA Using k-Space Deep Learning

Knoll, Florian, Maier, Andreas, Rueckert, Daniel

Year:

2018

Language:

english

File:

PDF, 5.02 MB

english, 2018

28

Intrinsic motivation and mental replay enable efficient online adaptation in stochastic recurrent networks

Tanneberg, Daniel, Peters, Jan, Rueckert, Elmar

Journal:

Neural Networks

Year:

2018

Language:

english

File:

PDF, 4.30 MB

english, 2018

29

Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach

Duan, Jinming, Bello, Ghalib, Schlemper, Jo, Bai, Wenjia, Dawes, Timothy J W, Biffi, Carlo, de Marvao, Antonio, Doumou, Georgia, O'Regan, Declan P, Rueckert, Daniel

Journal:

IEEE Transactions on Medical Imaging

Year:

2019

File:

PDF, 9.75 MB

2019

30

Deep-learning cardiac motion analysis for human survival prediction

Bello, Ghalib A., Dawes, Timothy J. W., Duan, Jinming, Biffi, Carlo, de Marvao, Antonio, Howard, Luke S. G. E., Gibbs, J. Simon R., Wilkins, Martin R., Cook, Stuart A., Rueckert, Daniel, O’Regan, Decl

Journal:

Nature Machine Intelligence

Year:

2019

File:

PDF, 3.56 MB

2019

31

Age-related craniofacial differences based on spatio-temporal face image atlases

Xavier, Igor R.R., Giraldi, Gilson A., Gibson, Stuart James, Gattas, Gilka J.F., Rueckert, Daniel, Thomaz, Carlos E.

Journal:

IET Image Processing

Year:

2019

Language:

english

File:

PDF, 33 KB

english, 2019

32

Machine learning in cardiovascular magnetic resonance: basic concepts and applications

Leiner, Tim, Rueckert, Daniel, Suinesiaputra, Avan, Baeßler, Bettina, Nezafat, Reza, Išgum, Ivana, Young, Alistair A.

Journal:

Journal of Cardiovascular Magnetic Resonance

Year:

2019

File:

PDF, 21.58 MB

2019

33

Global Burden of Small Vessel Disease–Related Brain Changes on MRI Predicts Cognitive and Functional Decline

Jokinen, Hanna, Koikkalainen, Juha, Laakso, Hanna M., Melkas, Susanna, Nieminen, Tuomas, Brander, Antti, Korvenoja, Antti, Rueckert, Daniel, Barkhof, Frederik, Scheltens, Philip, Schmidt, Reinhold, Fa

Journal:

Year:

2019

Language:

english

File:

PDF, 506 KB

english, 2019

34

[Lecture Notes in Computer Science] Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009 Volume 5762 || Steerable Features for Statistical 3D Dendrite Detection

Yang, Guang-Zhong, Hawkes, David, Rueckert, Daniel, Noble, Alison, Taylor, Chris

Year:

2009

Language:

english

File:

PDF, 366 KB

english, 2009

35

Deep Learning for Cardiac Image Segmentation: A Review

Chen, Chen, Qin, Chen, Qiu, Huaqi, Tarroni, Giacomo, Duan, Jinming, Bai, Wenjia, Rueckert, Daniel

Journal:

Frontiers in Cardiovascular Medicine

Year:

2020

File:

PDF, 2.02 MB

2020

36

Evolutionary training and abstraction yields algorithmic generalization of neural computers

Tanneberg, Daniel, Rueckert, Elmar, Peters, Jan

Journal:

Nature Machine Intelligence

Year:

2020

File:

PDF, 7.74 MB

2020

37

Early growth in brain volume is preserved in the majority of preterm infants

James P. Boardman, Serena J. Counsell, Daniel Rueckert, Jo V. Hajnal, Kanwal K. Bhatia, Latha Srinivasan, Olga Kapellou, Paul Aljabar, Leigh E. Dyet, Mary A. Rutherford, Joanna M. Allsop, A. David Edw

Journal:

Annals of Neurology

Year:

2007

Language:

english

File:

PDF, 525 KB

english, 2007

38

Beyond the g-factor limit in sensitivity encoding using joint histogram entropy

David J. Larkman, Philip G. Batchelor, David Atkinson, Daniel Rueckert, Jo V. Hajnal

Journal:

Magnetic Resonance in Medicine

Year:

2006

Language:

english

File:

PDF, 599 KB

english, 2006

39

Diffusion tensor imaging (DTI) of the brain in moving subjects: Application to in-utero fetal and ex-utero studies

Shuzhou Jiang, Hui Xue, Serena Counsell, Mustafa Anjari, Joanna Allsop, Mary Rutherford, Daniel Rueckert, Joseph V. Hajnal

Journal:

Magnetic Resonance in Medicine

Year:

2009

Language:

english

File:

PDF, 756 KB

english, 2009

40

Segmentation of 4D cardiac MR images using a probabilistic atlas and the EM algorithm

Maria Lorenzo-Valdés, Gerardo I. Sanchez-Ortiz, Andrew G. Elkington, Raad H. Mohiaddin, Daniel Rueckert

Journal:

Medical Image Analysis

Year:

2004

Language:

english

File:

PDF, 765 KB

english, 2004

41

Spatio-temporal free-form registration of cardiac MR image sequences

Dimitrios Perperidis, Raad H. Mohiaddin, Daniel Rueckert

Journal:

Medical Image Analysis

Year:

2005

Language:

english

File:

PDF, 581 KB

english, 2005

42

Hierarchical statistical shape analysis and prediction of sub-cortical brain structures

Anil Rao, Paul Aljabar, Daniel Rueckert

Journal:

Medical Image Analysis

Year:

2008

Language:

english

File:

PDF, 1.34 MB

english, 2008

43

A VALIDATION OF THE PREDICTION OF HUMERAL SHAPE USING STANDARD MORPHOLOGICAL MEASUREMENT

YuHui M Yang, Daniel Rueckert, Anthony MJ Bull

Journal:

Journal of Biomechanics

Year:

2008

Language:

english

File:

PDF, 154 KB

english, 2008

44

Automatic volumetry on MR brain images can support diagnostic decision making

Rolf A Heckemann, Alexander Hammers, Daniel Rueckert, Richard I Aviv, Christopher J Harvey, Joseph V Hajnal

Journal:

BMC Medical Imaging

Year:

2008

Language:

english

File:

PDF, 585 KB

english, 2008

45

An automatic segmentation for improved visualization of atrial ablation lesions using magnetic resonance imaging

Rashed Karim, Aruna Arujuna, Jaspal Gill, Mark ONeill, Jaswinder Gill, Reza Razavi, Daniel Rueckert, Tobias Schaeffter, Kawal Rhode

Journal:

Journal of Cardiovascular Magnetic Resonance

Year:

2011

Language:

english

File:

PDF, 368 KB

english, 2011

46

Multivariate Statistical Differences of MRI Samples of the Human Brain

Carlos E. Thomaz, Fabio L. S. Duran, Geraldo F. Busatto, Duncan F. Gillies, Daniel Rueckert

Journal:

Journal of Mathematical Imaging and Vision

Year:

2007

Language:

english

File:

PDF, 1.31 MB

english, 2007

47

Image guidance for robotic minimally invasive coronary artery bypass

Michael Figl, Daniel Rueckert, David Hawkes, Roberto Casula, Mingxing Hu, Ose Pedro, Dong Ping Zhang, Graeme Penney, Fernando Bello, Philip Edwards

Journal:

Computerized Medical Imaging and Graphics

Year:

2010

Language:

english

File:

PDF, 1.52 MB

english, 2010

48

Editorial

Daniel Rueckert, David Hawkes, Guido Gerig, Guang-Zhong Yang

Journal:

Medical Image Analysis

Year:

2010

Language:

english

File:

PDF, 113 KB

english, 2010

49

Knowledge-based tensor anisotropic diffusion of cardiac magnetic resonance images

Gerardo I. Sanchez-Ortiz, Daniel Rueckert, Peter Burger

Journal:

Medical Image Analysis

Year:

1999

Language:

english

File:

PDF, 1.01 MB

english, 1999

50

Motion and deformation tracking for short-axis echo-planar myocardial perfusion imaging

Guang-Zhong Yang, Peter Burger, Jonathan Panting, Peter D. Gatehouse, Daniel Rueckert, Dudley J. Pennell, David N. Firmin

Journal:

Medical Image Analysis

Year:

1998

Language:

english

File:

PDF, 1.17 MB

english, 1998