Hypertension

Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification

Drawing on novel Transformer models applied to tabular data, we propose a method that considers all descriptors extracted from medical records and echocardiograms to learn the …

Nathan Painchaud

• Aug 20, 2025 • 1 min read

Multimodal Fusion

DAFTED - Decoupled Asymmetric Fusion of Tabular and Echocardiographic Data for Cardiac Hypertension Diagnosis

In this study, we propose a fusion strategy based on an asymmetric scheme.

Jérémie Stym-Popper

• May 28, 2025 • 1 min read

Multimodal

Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification

Drawing on novel transformer models applied to tabular data (e.g. variables from electronic health records), we propose a method that considers descriptors extracted from medical …

Nathan Painchaud

• Apr 27, 2024 • 1 min read