Lucile Houyel

This paper develops deep learning models to automatically detect congenital heart defects in mouse CT scans, achieving high accuracy across different cohorts.

The paper identifies Greb1l as a genetic determinant of criss-cross heart in mice by showing its role in maintaining precursor cells during heart tube elongation.

This study investigates the embryonic origin of coronary artery fistulas (CAFs) using animal models and shows that myocardial discontinuities in the ventricular wall cause CAF formation through abnormal epicardial-endocardial interactions.

The paper develops a standardized multimodality imaging pipeline for 3D phenotyping of laterality defects and heart malformations in mice across multiple scales and stages.