PCRTA-Net: A clinical-radiological transformer-attention algorithm for preoperative prediction of pathological invasiveness in lung adenocarcinoma presenting as part-solid nodules
PCRTA-Net is a diagnostic algorithm integrating CRF with TA-Net that enhances the preoperative prediction of pathological invasiveness in lung adenocarcinoma presenting as PSN. It exhibited superior diagnostic performance, potentially facilitating its application in precision medicine.
Authors
- Lian Jian (ORCID: https://orcid.org/0000-0002-8726-875X)
- Wei Chen (ORCID: https://orcid.org/0009-0001-9096-1328)
- Yalin Li (ORCID: https://orcid.org/0009-0005-7466-8702)
- Hong Zheng (ORCID: https://orcid.org/0009-0009-4536-5330)
Institutions
- Central South University (CN)
- Second People Hospital of Hunan (CN)
- Hunan Cancer Hospital (CN)
Publication Details
- Journal
- Digital Health
- Published
- 2025-05-01
- DOI
- https://doi.org/10.1177/20552076251393390
- Primary Topic
- Lung Cancer Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00