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Non-parametric identifiability and sensitivity analysis of synthetic control models


Jan 18, 2023
Jakob Zeitler, Athanasios Vlontzos, Ciaran M. Gilligan-Lee

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* Accepted at Causal Learning and Reasoning Conference (CLeaR) 2023 

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Self-Supervised 3D Human Pose Estimation in Static Video Via Neural Rendering


Oct 10, 2022
Luca Schmidtke, Benjamin Hou, Athanasios Vlontzos, Bernhard Kainz

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* CV4Metaverse Workshop @ ECCV 2022 

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Adnexal Mass Segmentation with Ultrasound Data Synthesis


Sep 25, 2022
Clara Lebbos, Jen Barcroft, Jeremy Tan, Johanna P. Muller, Matthew Baugh, Athanasios Vlontzos, Srdjan Saso, Bernhard Kainz

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* ASMUS 2022, LNCS 13565, p. 106, 2022 

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nnOOD: A Framework for Benchmarking Self-supervised Anomaly Localisation Methods


Sep 02, 2022
Matthew Baugh, Jeremy Tan, Athanasios Vlontzos, Johanna P. Müller, Bernhard Kainz

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* Accepted as Spotlight to UNSURE 2022, a workshop at MICCAI 2022 

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A Review of Causality for Learning Algorithms in Medical Image Analysis


Jun 11, 2022
Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz

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* 12 pages 

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Is More Data All You Need? A Causal Exploration


Jun 06, 2022
Athanasios Vlontzos, Hadrien Reynaud, Bernhard Kainz

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* 10 pages 

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D'ARTAGNAN: Counterfactual Video Generation


Jun 03, 2022
Hadrien Reynaud, Athanasios Vlontzos, Mischa Dombrowski, Ciarán Lee, Arian Beqiri, Paul Leeson, Bernhard Kainz

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* Accepted for MICCAI 2022 

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Estimating the probabilities of causation via deep monotonic twin networks


Sep 07, 2021
Athanasios Vlontzos, Bernhard Kainz, Ciaran M. Gilligan-Lee

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* 7 pages + appendix 

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Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps


Jul 06, 2021
Samuel Budd, Matthew Sinclair, Thomas Day, Athanasios Vlontzos, Jeremy Tan, Tianrui Liu, Jaqueline Matthew, Emily Skelton, John Simpson, Reza Razavi, Ben Glocker, Daniel Rueckert, Emma C. Robinson, Bernhard Kainz

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* MICCAI'21 Main Conference 

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Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation


Jul 02, 2021
Hadrien Reynaud, Athanasios Vlontzos, Benjamin Hou, Arian Beqiri, Paul Leeson, Bernhard Kainz

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* Accepted for MICCAI 2021 

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