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Athanasios Vlontzos

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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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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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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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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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A Review of Causality for Learning Algorithms in Medical Image Analysis

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

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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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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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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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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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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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