Deep learning models for differentiating three sinonasal malignancies using multi-sequence MRI
The ResNet101 network with mean sequence based DL model could effectively differential between sinonasal SCC, ACC and ONB and improved the diagnostic performances of both senior and junior radiologists.
Authors
- Luxi Wang (ORCID: https://orcid.org/0000-0002-7822-6566)
- Naier Lin (ORCID: https://orcid.org/0000-0003-2470-7898)
- Yan Sha (ORCID: https://orcid.org/0000-0002-4596-8432)
- Yiyin Zhang
- Wei Chen (ORCID: https://orcid.org/0000-0001-5429-2844)
- Hanyu Xiao
Institutions
- Fudan University (CN)
- Eye & ENT Hospital of Fudan University (CN)
Publication Details
- Journal
- BMC Medical Imaging
- Published
- 2025-02-21
- DOI
- https://doi.org/10.1186/s12880-024-01517-9
- Citations
- 7
- Primary Topic
- Head and Neck Surgical Oncology
- Type
- article
- Field-Weighted Citation Impact
- 14.04