Konstantinos Kamnitsas
Konstantinos Kamnitsas
Bestätigte E-Mail-Adresse bei ic.ac.uk
Titel
Zitiert von
Zitiert von
Jahr
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation
K Kamnitsas, C Ledig, VFJ Newcombe, JP Simpson, AD Kane, DK Menon, ...
Medical Image Analysis 36, 61--78, 2016
14932016
Traumatic brain injury: integrated approaches to improve prevention, clinical care, and research
AIR Maas, DK Menon, PD Adelson, N Andelic, MJ Bell, A Belli, P Bragge, ...
The Lancet Neurology 16 (12), 987-1048, 2017
5512017
Anatomically constrained neural networks (ACNNs): application to cardiac image enhancement and segmentation
O Oktay, E Ferrante, K Kamnitsas, M Heinrich, W Bai, J Caballero, ...
IEEE transactions on medical imaging 37 (2), 384-395, 2017
2902017
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
S Bakas, B Menze, M Reyes, et al
arXiv preprint arXiv:1811.02629, 2018
2832018
ISLES 2015-A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI
O Maier, BH Menze, J von der Gablentz, L Häni, MP Heinrich, M Liebrand, ...
Medical image analysis 35, 250-269, 2017
2292017
Unsupervised domain adaptation in brain lesion segmentation with adversarial networks
K Kamnitsas, C Baumgartner, C Ledig, VFJ Newcombe, JP Simpson, ...
Information Processing in Medical Imaging (Erbsmann prize runner up), 597--609, 2017
2132017
Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation
K Kamnitsas, W Bai, E Ferrante, S McDonagh, M Sinclair, N Pawlowski, ...
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018
2002018
DeepMedic for Brain Tumor Segmentation
K Kamnitsas, E Ferrante, S Parisot, C Ledig, A Nori, A Criminisi, ...
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2016
1552016
Deepcut: Object segmentation from bounding box annotations using convolutional neural networks
M Rajchl, MCH Lee, O Oktay, K Kamnitsas, J Passerat-Palmbach, W Bai, ...
IEEE transactions on medical imaging 36 (2), 674-683, 2016
1452016
Multi-input cardiac image super-resolution using convolutional neural networks
O Oktay, W Bai, M Lee, R Guerrero, K Kamnitsas, J Caballero, ...
International conference on medical image computing and computer-assisted …, 2016
1352016
Multi-scale 3D convolutional neural networks for lesion segmentation in brain MRI
K Kamnitsas, L Chen, C Ledig, D Rueckert, B Glocker
Ischemic Stroke Lesion Segmentation - MICCAI, 13--16, 2015
1012015
SonoNet: real-time detection and localisation of fetal standard scan planes in freehand ultrasound
CF Baumgartner, K Kamnitsas, J Matthew, TP Fletcher, S Smith, LM Koch, ...
IEEE transactions on medical imaging 36 (11), 2204-2215, 2017
882017
Reverse classification accuracy: predicting segmentation performance in the absence of ground truth
VV Valindria, I Lavdas, W Bai, K Kamnitsas, EO Aboagye, AG Rockall, ...
IEEE transactions on medical imaging 36 (8), 1597-1606, 2017
462017
Fast fully automatic segmentation of the human placenta from motion corrupted MRI
A Alansary, K Kamnitsas, A Davidson, R Khlebnikov, M Rajchl, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2016
392016
Domain generalization via model-agnostic learning of semantic features
Q Dou, DC de Castro, K Kamnitsas, B Glocker
Advances in Neural Information Processing Systems, 6450-6461, 2019
382019
Variation in monitoring and treatment policies for intracranial hypertension in traumatic brain injury: a survey in 66 neurotrauma centers participating in the CENTER-TBI study
MC Cnossen, JA Huijben, M van der Jagt, V Volovici, T van Essen, ...
Critical care 21 (1), 1-12, 2017
372017
Evaluating reinforcement learning agents for anatomical landmark detection
A Alansary, O Oktay, Y Li, L Le Folgoc, B Hou, G Vaillant, K Kamnitsas, ...
Medical image analysis 53, 156-164, 2019
352019
Semi-Supervised Learning via Compact Latent Space Clustering
K Kamnitsas, DC Castro, LL Folgoc, I Walker, R Tanno, D Rueckert, ...
International Conference on Machine Learning (ICML), 2018
352018
Real-time standard scan plane detection and localisation in fetal ultrasound using fully convolutional neural networks
CF Baumgartner, K Kamnitsas, J Matthew, S Smith, B Kainz, D Rueckert
International conference on medical image computing and computer-assisted …, 2016
332016
Autofocus Layer for Semantic Segmentation
Y Qin, K Kamnitsas, S Ancha, J Nanavati, G Cottrell, A Criminisi, A Nori
International Conference on Medical Image Computing and Computer-Assisted …, 2018
322018
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–20