Artificial Intelligence in Tetralogy of Fallot: From Prenatal Diagnosis to Lifelong Management: A Narrative Review
Tiziana Fragasso, Davide Passaro, Alessandra Toscano, Antonio Amodeo, Alberto Eugenio Tozzi, Giorgia Grutter · 2025
Read Artificial Intelligence in Tetralogy of Fallot: From Prenatal Diagnosis to Lifelong Management: A Narrative Review by Tiziana Fragasso, Davide Passaro, Alessandra Toscano, Antonio Amodeo, Alberto Eugenio Tozzi, Giorgia Grutter (2025) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-12729529.txt.
Description
Tiziana Fragasso and five co-authors review how artificial intelligence is entering care for tetralogy of Fallot, a serious heart defect present from birth. Their review appeared in twenty twenty-five. Patients need watching and treatment across their whole lives, with late risks to the heart's rhythm and pumping.
The review follows the patient journey from before birth to adult follow-up. Machine learning tools now aid imaging, surgery planning, monitoring during operations, and intensive care. Wearable and implanted devices feed long-term data. The authors see a future where images, records, genes, and live data merge for tailored care. They also flag open problems: small data sets, opaque models, rules, and ethics.
Catalog record
| CREATOR | Tiziana Fragasso, Davide Passaro, Alessandra Toscano, Antonio Amodeo, Alberto Eugenio Tozzi, Giorgia Grutter |
|---|---|
| YEAR | 2025 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 37 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |