Workflow from Scientific Research

Model architecture: MeshHeart encodes a sequence of cardiac meshes using a mesh encoder M enc and encodes clinical factors using a conditional encoder C enc . The encoder outputs across the time frames and along with distribution tokens token and token are processed by a temporal transformer encoder T enc . A transformer decoder T dec and a mesh decoder M dec generate a 3D cardiac mesh sequence based on clinical factors.

DOI