Andrea Baggiano

According to our database, Andrea Baggiano authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Learning Hemodynamic Scalar Fields on Coronary Artery Meshes: A Benchmark of Geometric Deep Learning Models.

Guido Nannini, Julian Suk, Patryk Rygiel, Simone Saitta, Luca Mariani, Riccardo Maragna, Andrea Baggiano, Gianluca Pontone, Jelmer M. Wolterink, Alberto Redaelli

CoRR, January, 2025

A personalized computational framework for the diagnosis of cardiac perfusion defects.

Elisabetta Criseo, Andrea Baggiano, Giovanni Montino Pelagi, Guido Nannini, Viola Cusumano, Alberto Redaelli, Gianluca Pontone, Christian Vergara

Comput. Methods Programs Biomed., 2025

Learning hemodynamic scalar fields on coronary artery meshes: A benchmark of geometric deep learning models.

Guido Nannini, Julian Suk, Patryk Rygiel, Simone Saitta, Luca Mariani, Riccardo Maranga, Andrea Baggiano, Gianluca Pontone, Jelmer M. Wolterink, Alberto Redaelli

Comput. Biol. Medicine, 2025

2024

An automated and time-efficient framework for simulation of coronary blood flow under steady and pulsatile conditions.

Guido Nannini, Simone Saitta, Luca Mariani, Riccardo Maragna, Andrea Baggiano, Saima Mushtaq, Gianluca Pontone, Alberto Redaelli

Comput. Methods Programs Biomed., 2024

CAD-RADS scoring of coronary CT angiography with Multi-Axis Vision Transformer: A clinically-inspired deep learning pipeline.

Alessia Gerbasi, Arianna Dagliati, Giuseppe Albi, Mattia Chiesa, Daniele Andreini, Andrea Baggiano, Saima Mushtaq, Gianluca Pontone, Riccardo Bellazzi, Gualtiero Colombo

Comput. Methods Programs Biomed., 2024