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Athanasios (Thanos) Vlontzos
Athanasios (Thanos) Vlontzos
Other namesΑθανάσιος (Θάνος) Βλόντζος
Research Scientist - Advanced Causal Inference Lab - Spotify
Verified email at ic.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
1812019
Multiple landmark detection using multi-agent reinforcement learning
A Vlontzos, A Alansary, K Kamnitsas, D Rueckert, B Kainz
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
702019
Video summarization through reinforcement learning with a 3D spatio-temporal u-net
T Liu, Q Meng, JJ Huang, A Vlontzos, D Rueckert, B Kainz
IEEE transactions on image processing 31, 1573-1586, 2022
552022
Ultrasound video transformers for cardiac ejection fraction estimation
H Reynaud, A Vlontzos, B Hou, A Beqiri, P Leeson, B Kainz
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
432021
Unsupervised human pose estimation through transforming shape templates
L Schmidtke, A Vlontzos, S Ellershaw, A Lukens, T Arichi, B Kainz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
402021
Ultrasound video summarization using deep reinforcement learning
T Liu, Q Meng, A Vlontzos, J Tan, D Rueckert, B Kainz
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
352020
Deep Segmentation and Registration in X-Ray Angiography Video
A Vlontzos, K Mikolajczyk
BMVC 2018, 2018
222018
Estimating categorical counterfactuals via deep twin networks
A Vlontzos, B Kainz, CM Gilligan-Lee
Nature Machine Intelligence, 1-10, 2023
16*2023
A review of causality for learning algorithms in medical image analysis
A Vlontzos, D Rueckert, B Kainz
MELBA, 2022
162022
Prediction of GNSS Phase Scintillations: A Machine Learning Approach
K Lamb, G Malhotra, A Vlontzos, E Wagstaff, AG Baydin, A Bhiwandiwalla, ...
Machine Learning for the Physical Sciences; NeurIPS 2019 workshop, 2019
122019
D’artagnan: Counterfactual video generation
H Reynaud, A Vlontzos, M Dombrowski, C Gilligan Lee, A Beqiri, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
112022
Detecting hypo-plastic left heart syndrome in fetal ultrasound via disease-specific atlas maps
S Budd, M Sinclair, T Day, A Vlontzos, J Tan, T Liu, J Matthew, E Skelton, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
112021
Topological Data Analysis of Database Representations for Information Retrieval
A Vlontzos, Y Cao, L Schmidtke, B Kainz, A Monod
arXiv preprint arXiv:2104.01672, 2021
6*2021
Causal future prediction in a minkowski space-time
A Vlontzos, HB Rocha, D Rueckert, B Kainz
arXiv preprint arXiv:2008.09154, 2020
62020
Correlation of Auroral Dynamics and GNSS Scintillation with an Autoencoder
K Lamb, G Malhotra, A Vlontzos, E Wagstaff, AG Baydin, A Bhiwandiwalla, ...
Machine Learning for the Physical Sciences; NeurIPS 2019 workshop, 2019
42019
Non-parametric identifiability and sensitivity analysis of synthetic control models
J Zeitler, A Vlontzos, CM Gilligan-Lee
Conference on Causal Learning and Reasoning, 850-865, 2023
32023
Next-Gen Machine Learning Supported Diagnostic Systems for Spacecraft
A Vlontzos, G Sutherland, S Ganju, F Soboczenski
International Workshop on AI for Spacecraft Longevity at IJCAI, 2021
32021
The RNN-ELM Classifier
A Vlontzos
IJCNN 2017, 2017
32017
nnOOD: A framework for benchmarking self-supervised anomaly localisation methods
M Baugh, J Tan, A Vlontzos, JP Müller, B Kainz
International Workshop on Uncertainty for Safe Utilization of Machine …, 2022
22022
3D Probabilistic Segmentation and Volumetry from 2D projection images
A Vlontzos, S Budd, B Hou, D Rueckert, B Kainz
The Second International Workshop on Thoracic Image Analysis, arXiv preprint …, 2020
22020
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