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Konstantinos Kamnitsas

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Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation

Jul 25, 2019
Zeju Li, Konstantinos Kamnitsas, Ben Glocker

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Multiple Landmark Detection using Multi-Agent Reinforcement Learning

Jul 22, 2019
Athanasios Vlontzos, Amir Alansary, Konstantinos Kamnitsas, Daniel Rueckert, Bernhard Kainz

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Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation

Jul 05, 2019
Cheng Ouyang, Konstantinos Kamnitsas, Carlo Biffi, Jinming Duan, Daniel Rueckert

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Explainable Shape Analysis through Deep Hierarchical Generative Models: Application to Cardiac Remodeling

Jun 28, 2019
Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni, Wenjia Bai, Ozan Oktay, Loic Le Folgoc, Konstantinos Kamnitsas, Antonio de Marvao, Georgia Doumou, Jinming Duan, Sanjay K. Prasad, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert

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Towards continual learning in medical imaging

Nov 06, 2018
Chaitanya Baweja, Ben Glocker, Konstantinos Kamnitsas

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Generative adversarial networks and adversarial methods in biomedical image analysis

Oct 24, 2018
Jelmer M. Wolterink, Konstantinos Kamnitsas, Christian Ledig, Ivana Išgum

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Semi-Supervised Learning via Compact Latent Space Clustering

Jul 29, 2018
Konstantinos Kamnitsas, Daniel C. Castro, Loic Le Folgoc, Ian Walker, Ryutaro Tanno, Daniel Rueckert, Ben Glocker, Antonio Criminisi, Aditya Nori

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Autofocus Layer for Semantic Segmentation

Jun 11, 2018
Yao Qin, Konstantinos Kamnitsas, Siddharth Ancha, Jay Nanavati, Garrison Cottrell, Antonio Criminisi, Aditya Nori

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Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents

Jun 08, 2018
Amir Alansary, Loic Le Folgoc, Ghislain Vaillant, Ozan Oktay, Yuanwei Li, Wenjia Bai, Jonathan Passerat-Palmbach, Ricardo Guerrero, Konstantinos Kamnitsas, Benjamin Hou, Steven McDonagh, Ben Glocker, Bernhard Kainz, Daniel Rueckert

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