Search Results for author: Paul Leeson

Found 3 papers, 3 papers with code

Date Published Github Stars

Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis

1 code implementation • 22 Mar 2023 • Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas Day, Reza Razavi, Alberto Gomez, Paul Leeson, Bernhard Kainz

So far, video generation has only been possible by providing input data that is as rich as the output data, e. g., image sequence plus conditioning in, video out.

Image Generation Video Generation

40
Paper
Code

D'ARTAGNAN: Counterfactual Video Generation

1 code implementation • 3 Jun 2022 • Hadrien Reynaud, Athanasios Vlontzos, Mischa Dombrowski, Ciarán Lee, Arian Beqiri, Paul Leeson, Bernhard Kainz

Causally-enabled machine learning frameworks could help clinicians to identify the best course of treatments by answering counterfactual questions.

Anatomy counterfactual +2

9
Paper
Code

Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation

1 code implementation • 2 Jul 2021 • Hadrien Reynaud, Athanasios Vlontzos, Benjamin Hou, Arian Beqiri, Paul Leeson, Bernhard Kainz

We achieve an average frame distance of 3. 36 frames for the ES and 7. 17 frames for the ED on videos of arbitrary length.

token-classification Token Classification

30
Paper
Code
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