Darko Zikic

Microsoft Research (United Kingdom) — United Kingdom

Computer Science · Physical Sciences

22h-index8.3kcitations49works0.02yr avg
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Research Topics

Medical Image Segmentation Techniques(29), Robotics and Sensor-Based Localization(11), Advanced Vision and Imaging(9), Advanced Image and Video Retrieval Techniques(8), Advanced Neural Network Applications(6)

Publications49 total

Image quality transfer and applications in diffusion MRI
NeuroImage·2017· 125 citedOpen Access
Generalisability of Image Quality Transfer: Can we approximate in-vivo human brains from dead monkey brains?
2016
Decision Forests, Convolutional Networks and the Models in-Between
arXiv (Cornell University)·2016· 34 citedOpen Access
Decision Forests, Convolutional Networks and the Models in-Between Microsoft Research Technical Report 2015-58
2016· 1 cited
Decision Forests, Convolutional Networks and the Models in-Between
Apollo (University of Cambridge)·2016· 38 citedOpen Access
Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos
Bern Open Repository and Information System (University of Bern)·2015Open Access
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
IEEE Transactions on Medical Imaging·2014· 6.2k citedOpen Access
Segmentation of Brain Tumor Tissues with Convolutional Neural Networks
2014· 223 cited
Encoding atlases by randomized classification forests for efficient multi-atlas label propagation
Medical Image Analysis·2014· 81 cited
Classifier-Based Multi-atlas Label Propagation with Test-Specific Atlas Weighting for Correspondence-Free Scenarios
Lecture notes in computer science·2014· 6 cited
Robust Registration of Longitudinal Spine CT
Lecture notes in computer science·2014· 21 cited
Image Quality Transfer via Random Forest Regression: Applications in Diffusion MRI
Lecture notes in computer science·2014· 103 citedOpen Access
Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos
Lecture notes in computer science·2014· 34 cited
Variational Level Set Segmentation in Riemannian Sobolev Spaces
2014· 2 citedOpen Access
Laplacian Forests: Semantic Image Segmentation by Guided Bagging
Lecture notes in computer science·2014· 36 citedOpen Access
Multi-Atlas Label Propagation with Atlas Encoding by Randomized Forests
2013· 3 cited
Neighbourhood approximation using randomized forests
Medical Image Analysis·2013· 64 cited
Vertebrae Localization in Pathological Spine CT via Dense Classification from Sparse Annotations
Lecture notes in computer science·2013· 181 cited
Classification Forests for Semantic Segmentation of Brain Lesions in Multi-channel MRI
Advances in computer vision and pattern recognition·2013· 9 cited
Atlas Encoding by Randomized Forests for Efficient Label Propagation
Lecture notes in computer science·2013· 57 citedOpen Access
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Frequent Co-authors

Nassir Navab(23), Antonio Criminisi(22), Ben Glocker(22), Ender Konukoğlu(8), Ali Kamen(8), Ali Khamene(8), Jamie Shotton(7), Martin Groher(6), Peter Kontschieder(5), Maximilian Baust(5), Tilak Das(4), R. Jena(4), Stephen J. Price(4), Owen Thomas(4), Yani Ioannou(4), Matthew A. Brown(4), Nicholas Ayache(3), Çağatay Demiralp(3), Daniel C. Alexander(3), Oliver Kutter(3)