Concepedia
Statistics
Publications
33
Citations
7.5K
H-Index
23
Active since
2015
Affiliations
Imperial College London(Current)
Institute of Group Analysis
University of Cambridge
King's College London
University of Bern
Konstantinos Kamnitsas is an author at Imperial College London specializing in engineering, image analysis, and medical imaging.
Top concepts
EngineeringImage AnalysisMachine LearningMedical Image ComputingDeep LearningMedical ImagingRadiologyMachine VisionData ScienceComputer Vision
Publications per year
2015–2023
Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation
Konstantinos Kamnitsas, Christian Ledig, Virginia Newcombe et al. · Medical Image Analysis · 2016 · 3.4K citations · Full text
Dual Pathway, Convolutional Neural Network, Engineering +24
Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation
Ozan Oktay, Enzo Ferrante, Konstantinos Kamnitsas et al. · IEEE Transactions on Medical Imaging · 2017 · 724 citations · Full text
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI
Oskar Maier, Bjoern Menze, Janina von der Gablentz et al. · Medical Image Analysis · 2016 · 518 citations · Full text
Engineering, Cerebrovascular Disease, Isles 2015 +17
Domain Generalization via Model-Agnostic Learning of Semantic Features
Qi Dou, Daniel C. Castro, Konstantinos Kamnitsas et al. · arXiv (Cornell University) · 2019 · 428 citations · Full text
Artificial Intelligence, Few-shot Learning, Engineering +19
DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks
Martin Rajchl, Matthew C. H. Lee, Ozan Oktay et al. · IEEE Transactions on Medical Imaging · 2016 · 410 citations · Full text
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