Tiziano Passerini

Joined

September 2025

Names

Tiziano Passerini (Preferred)

Emails

****@siemens-healthineers.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Digital Technology and Innovation, Siemens Healthineers (siemens-healthineers.com)

2013 – 2025

Postdoc

Math & Computer Science, Emory University (emory.edu)

2009 – 2013

PhD student

Mathematics, Polytechnic Institute of Milan (polimi.it)

2005 – 2009

MS student

Biomedical Engineering, Polytechnic Institute of Milan (polimi.it)

1999 – 2005

Advisors, Relations & Conflicts

Coworker

Puneet Sharma

2013 – 2025

Coworker

Dorin Comaniciu

2013 – 2025

PhD Advisor

Alessandro Veneziani

2005 – 2009

Expertise

artificial intelligence for cardiovascular imaging and data

2013 – 2025

digital twin of the heart

2013 – 2025

computational physiology modeling

2005 – 2025

Publications

EchoVLM: Measurement-Grounded Multimodal Learning for Echocardiography
Yuheng Li, Yue Zhang, Abdoul Aziz Amadou, Yuxiang Lai, Jike Zhong, Tiziano Passerini, Dorin Comaniciu, Puneet Sharma
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies
Costin Florian Ciusdel, Alex Serban, Tiziano Passerini
- CoRR 2025
- Readers: Everyone
EchoApex: A General-Purpose Vision Foundation Model for Echocardiography
Abdoul Aziz Amadou, Yue Zhang, Sebastien Piat, Paul Klein, Ingo Schmuecking, Tiziano Passerini, Puneet Sharma
- CoRR 2024
- Readers: Everyone
Automated Pipeline for Regional Epicardial Adipose Tissue Distribution Analysis in the Left Atrium
Èric Lluch, Eduardo Castañeda, Maximilian E. R. Weiss, Anamaria Vizitiu, Athira Jacob, Jitin Jami, Chloé Audigier, Felix Meister, Viorel Mihalef, Tiziano Passerini
- CMRxRecon/MBAS/STACOM@MICCAI 2024
- Readers: Everyone
Automated Estimation of Motion Patterns of the Left Ventricle Supports Cardiomyopathy Identification
Edmond Astolfi, Athira J. Jacob, Indraneel Borgohain, Akos Varga-Szemes, Puneet Sharma, Tiziano Passerini
- FIMH 2023
- Readers: Everyone
Virtual Heart Models Help Elucidate the Role of Border Zone in Sustained Monomorphic Ventricular Tachycardia
Eduardo Castañeda, Masahito Suzuki, Hiroshi Ashikaga, Èric Lluch, Felix Meister, Viorel Mihalef, Chloé Audigier, Andreas K. Maier, Henry R. Halperin, Tiziano Passerini
- Published: 01 Jan 2023, Last Modified: 08 Jan 2024
- MICCAI (7) 2023
- Readers: Everyone
Fast Automatic Liver Tumor Radiofrequency Ablation Planning via Learned Physics Model
Felix Meister, Chloé Audigier, Tiziano Passerini, Èric Lluch, Viorel Mihalef, Andreas K. Maier, Tommaso Mansi
- Published: 01 Jan 2022, Last Modified: 05 Nov 2023
- MICCAI (8) 2022
- Readers: Everyone
Deep neural networks for ECG-free cardiac phase and end-diastolic frame detection on coronary angiographies
Costin Florian Ciusdel, Alexandru Turcea, Andrei Puiu, Lucian Mihai Itu, Lucian Calmac, Emma Weiss, Cornelia Margineanu, Elisabeta Badila, Martin Berger, Thomas Redel, Tiziano Passerini, Mehmet Akif Gülsün, Puneet Sharma
- Comput. Medical Imaging Graph. 2020
- Readers: Everyone
Graph Convolutional Regression of Cardiac Depolarization from Sparse Endocardial Maps
Felix Meister, Tiziano Passerini, Chloé Audigier, Èric Lluch, Viorel Mihalef, Hiroshi Ashikaga, Andreas Maier, Henry R. Halperin, Tommaso Mansi
- Published: 01 Jan 2020, Last Modified: 05 Nov 2023
- M&Ms and EMIDEC/STACOM@MICCAI 2020
- Readers: Everyone
Graph convolutional regression of cardiac depolarization from sparse endocardial maps
Felix Meister, Tiziano Passerini, Chloé Audigier, Èric Lluch, Viorel Mihalef, Hiroshi Ashikaga, Andreas K. Maier, Henry R. Halperin, Tommaso Mansi
- Published: 01 Jan 2020, Last Modified: 05 Nov 2023
- CoRR 2020
- Readers: Everyone

View all 20 publications

Co-Authors

View all 77 co-authors