Deep learning to predict extrapancreatic perineural invasion at CT images
The fully automatic deep learning model for segmenting the nerve plexus and diagnosing EPNI was a novel and promising tool. Further studies are required to improve the model performance.
Authors
- Yudong Qiu (ORCID: https://orcid.org/0000-0002-6017-9757)
- Liwen Zou (ORCID: https://orcid.org/0000-0003-4085-4003)
- Liang Mao (ORCID: https://orcid.org/0000-0002-7112-9421)
- Qi Li (ORCID: https://orcid.org/0000-0003-2120-2261)
- Jun Chen (ORCID: https://orcid.org/0000-0003-1330-9616)
- Jingjing Ji (ORCID: https://orcid.org/0000-0002-1852-8140)
- Zhenghua Cai (ORCID: https://orcid.org/0000-0003-2723-8206)
Institutions
- Nanjing Drum Tower Hospital (CN)
- Nanjing University (CN)
Publication Details
- Journal
- Annals of Medicine
- Published
- 2025-12-12
- DOI
- https://doi.org/10.1080/07853890.2025.2568116
- Primary Topic
- Pancreatic and Hepatic Oncology Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00