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Athanasios Vlontzos

Observed name: Vlontzos, Athanasios
ORCID: 0000-0002-7672-2574
Observed ORCID: 0000-0002-7672-2574
OpenAlex ID: A5020902651
Evaluating reinforcement learning agents for anatomical landmark detection
2019 · Amir Alansary, Ozan Oktay, et al. · Medical Image Analysis · 194
Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation
2021 · Hadrien Reynaud, Athanasios Vlontzos, et al. · Lecture notes in computer science · 87
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Multiple Landmark Detection Using Multi-agent Reinforcement Learning
2019 · Athanasios Vlontzos, Amir Alansary, et al. · Lecture notes in computer science · 69
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Unsupervised Human Pose Estimation through Transforming Shape Templates
2021 · Luca Schmidtke, Athanasios Vlontzos, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 42
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Ultrasound Video Summarization Using Deep Reinforcement Learning
2020 · Tianrui Liu, Qingjie Meng, et al. · Lecture notes in computer science · 35
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D’ARTAGNAN: Counterfactual Video Generation
2022 · Hadrien Reynaud, Athanasios Vlontzos, et al. · Lecture notes in computer science · 34
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Estimating categorical counterfactuals via deep twin networks
2023 · Athanasios Vlontzos, Bernhard Kainz, et al. · Nature Machine Intelligence · 30
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Deep Segmentation and Registration in X-Ray Angiography Video
2018 · Vlontzos, Athanasios, Mikolajczyk, Krystian · arXiv (Cornell University) · 30
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A Review of Causality for Learning Algorithms in Medical Image Analysis
2022 · Athanasios Vlontzos, Daniel Rueckert, et al. · The Journal of Machine Learning for Biomedical Imaging · 24
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Benchmarking Counterfactual Image Generation
2024 · Thomas Melistas, Nikos Spyrou, et al. · neural information processing systems · 21
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Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps
2021 · Samuel Budd, Matthew Sinclair, et al. · Lecture notes in computer science · 15
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Prediction of GNSS Phase Scintillations: A Machine Learning Approach
2019 · Lamb, Kara, Malhotra, Garima, et al. · arXiv (Cornell University) · 12
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Contrastive representations of structured treatments
2026 · Oriol Corcoll, Athanasios Vlontzos, et al. · npj Artificial Intelligence · 11
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Causally Steered Diffusion for Automated Video Counterfactual Generation
2025 · Spyrou, Nikos, Vlontzos, Athanasios, et al. · arXiv (Cornell University) · 9
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Topological information retrieval with dilation-invariant bottleneck comparative measures
2023 · Yueqi Cao, Anthea Monod, et al. · Information and Inference A Journal of the IMA · 7
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Correlation of Auroral Dynamics and GNSS Scintillation with an Autoencoder
2019 · Lamb, Kara, Malhotra, Garima, et al. · arXiv (Cornell University) · 7
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nnOOD: A Framework for Benchmarking Self-supervised Anomaly Localisation Methods
2022 · Matthew Baugh, Jeremy Tan, et al. · Lecture notes in computer science · 5
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Estimating the probabilities of causation via deep monotonic twin networks.
2021 · Athanasios Vlontzos, Bernhard Kainz, et al. · arXiv (Cornell University) · 5
Next-Gen Machine Learning Supported Diagnostic Systems for Spacecraft
2021 · Vlontzos, Athanasios, Sutherland, Gabriel, et al. · arXiv (Cornell University) · 5
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Causal Future Prediction in a Minkowski Space-Time
2020 · Vlontzos, Athanasios, Rocha, Henrique Bergallo, et al. · arXiv (Cornell University) · 5
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Causal reasoning in medical imaging
2025 · Athanasios Vlontzos, Christine Müller, et al. · Elsevier eBooks · 4
Is More Data All You Need? A Causal Exploration
2022 · Vlontzos, Athanasios, Reynaud, Hadrien, et al. · arXiv (Cornell University) · 4
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Adnexal Mass Segmentation with Ultrasound Data Synthesis
2022 · Clara Lebbos, Jen Barcroft, et al. · Lecture notes in computer science · 4
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The Hardness of Validating Observational Studies with Experimental Data
2025 · Fawkes, Jake, O'Riordan, Michael, et al. · arXiv (Cornell University) · 3
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The RNN-ELM classifier
2017 · Athanasios Vlontzos · International Joint Conference on Neural Networks (IJCNN) · 3
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Works count: 40
Citation count: 673
H-index: 12
I10-index: 13
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