Comparison of Experienced and Inexperienced Raters Using Automated Deep Learning Computed Tomography Analysis to Evaluate Tricuspid Valve and Right Heart Morphology

•Computed tomography (CT) is used to plan tricuspid valve interventions.•Deep learning-based CT analysis enables fast and accurate right heart assessment.•Results are independent of the users' experience.

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Publication Details

Journal
Structural Heart
Published
2025-05-06
DOI
https://doi.org/10.1016/j.shj.2025.100488
Primary Topic
Cardiac Valve Diseases and Treatments
Type
article
Field-Weighted Citation Impact
0.00

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article

Comparison of Experienced and Inexperienced Raters Using Automated Deep Learning Computed Tomography Analysis to Evaluate Tricuspid Valve and Right Heart Morphology

Elena Romero Dorta, Cheng‐Ying Chiu, Isabel Mattig, Henryk Dreger et al.
Structural Heart
Cardiac Valve Diseases and Treatments
article

Comparison of Experienced and Inexperienced Raters Using Automated Deep Learning Computed Tomography Analysis to Evaluate Tricuspid Valve and Right Heart Morphology

Elena Romero Dorta, Cheng‐Ying Chiu, Isabel Mattig, Henryk Dreger, Georg Böning, Ann-Christine Stahl, Marc Dewey, Lars-Arne Schaafs, Nanike Bühring, Maximilian Eichenberg
article en

Abstract

•Computed tomography (CT) is used to plan tricuspid valve interventions.•Deep learning-based CT analysis enables fast and accurate right heart assessment.•Results are independent of the users' experience.

Structural HeartVol. 9(8)
Humboldt-Universität zu Berlin (DE), Deutsches Herzzentrum der Charité (DE), German Centre for Cardiovascular Research (DE), Berlin Institute of Health at Charité - Universitätsmedizin Berlin (DE), Freie Universität Berlin (DE), Charité - Universitätsmedizin Berlin (DE)
Charité – Universitätsmedizin Berlin, Berlin Institute of Health
Openalex Percentile: Top 83%
Cardiac Valve Diseases and Treatments
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Comparison of Experienced and Inexperienced Raters Using Automated Deep Learning Computed Tomography Analysis to Evaluate Tricuspid Valve and Right Heart Morphology — Elena Romero Dorta, Cheng‐Ying Chiu, et al. · Structural Heart (2025) | TGRS Research Map | TGRS