Advanced lung segmentation on chest HRCT: comprehensive pipeline for quantification of airways, vessels, and injury patterns
The proposed pipeline introduces a novel, comprehensive, and hybrid approach for simultaneous, multi-structure lung segmentation, demonstrating reliable and potentially generalizable performance across inflammatory and infectious pulmonary diseases.
Authors
- Pietro Andrea Bonaffini (ORCID: https://orcid.org/0000-0001-5335-9429)
- Alberto Arrigoni (ORCID: https://orcid.org/0000-0002-1914-6582)
- Alberto Senatieri
- Gregorio Chierchia (ORCID: https://orcid.org/0000-0003-4765-2949)
- Fabiano Di Marco
- Andrea Aliverti
- Anna Caroli
- Chiara Allegri
- Francesca Pennati
- Caterina Conti
Institutions
- Mario Negri Institute for Pharmacological Research (IT)
- Ospedale Papa Giovanni XXIII (IT)
- Politecnico di Milano (IT)
Publication Details
- Journal
- La radiologia medica
- Published
- 2025-12-24
- DOI
- https://doi.org/10.1007/s11547-025-02166-w
- Primary Topic
- Advanced Radiotherapy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00