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Athanasios (Thanos) Vlontzos
Athanasios (Thanos) Vlontzos
Andre navnΑθανάσιος (Θάνος) Βλόντζος
Research Scientist - Advanced Causal Inference Lab - Spotify
Verifisert e-postadresse på ic.ac.uk - Startside
Tittel
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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
2022019
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
852022
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
802019
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
632021
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
492021
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
432020
Estimating categorical counterfactuals via deep twin networks
A Vlontzos, B Kainz, CM Gilligan-Lee
Nature Machine Intelligence, 1-10, 2023
35*2023
Deep Segmentation and Registration in X-Ray Angiography Video
A Vlontzos, K Mikolajczyk
BMVC 2018, 2018
272018
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
262022
A review of causality for learning algorithms in medical image analysis
A Vlontzos, D Rueckert, B Kainz
MELBA, 2022
202022
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
152019
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
122021
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
7*2021
Causal future prediction in a minkowski space-time
A Vlontzos, HB Rocha, D Rueckert, B Kainz
arXiv preprint arXiv:2008.09154, 2020
72020
Benchmarking counterfactual image generation
T Melistas, N Spyrou, N Gkouti, P Sanchez, A Vlontzos, Y Panagakis, ...
arXiv preprint arXiv:2403.20287, 2024
52024
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
52023
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
42022
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
42021
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
The RNN-ELM Classifier
A Vlontzos
IJCNN 2017, 2017
32017
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Artikler 1–20