Search Results for author: Arian Beqiri

Found 5 papers, 3 papers with code

Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo views

1 code implementation27 Jul 2022 David Stojanovski, Uxio Hermida, Marica Muffoletto, Pablo Lamata, Arian Beqiri, Alberto Gomez

Accurate geometric quantification of the human heart is a key step in the diagnosis of numerous cardiac diseases, and in the management of cardiac patients.

Anatomy Management

D'ARTAGNAN: Counterfactual Video Generation

1 code implementation3 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 SSIM +1

Contrastive Learning for View Classification of Echocardiograms

no code implementations6 Aug 2021 Agisilaos Chartsias, Shan Gao, Angela Mumith, Jorge Oliveira, Kanwal Bhatia, Bernhard Kainz, Arian Beqiri

Analysis of cardiac ultrasound images is commonly performed in routine clinical practice for quantification of cardiac function.

Classification Contrastive Learning

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