Reconstructing synthetic hearts from ECG using flow matching
This paper introduces visionECG, a conditional flow matching framework that leverages large-scale UK Biobank data to reconstruct accurate, patient-specific 3D left ventricular geometries and motion directly from widely accessible ECG signals and demographic information, thereby enabling scalable quantitative cardiac assessment without the need for traditional imaging.