Crossmark

Deep learning using nasal endoscopy and T2-weighted MRI for prediction of sinonasal inverted papilloma-associated squamous cell carcinoma: an exploratory study

Crossref DOI link: https://doi.org/10.1186/s41747-025-00610-0

Published Online: 2025-07-21

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Ren, Jiliang

Ren, Zhe

Zhang, Duo

Yuan, Ying

Qi, Meng https://orcid.org/0009-0007-8256-6532
Funding

Funding for this research was provided by:

National Scientific Foundation of China (82101992, 82172051)

Shanghai Ninth People’s Hospital (2022hbyjxys-rjl)

Shanghai Municipal Health Commission (20194Y0104)
License Information

Text and Data Mining valid from 2025-07-21

Version of Record valid from 2025-07-21
More Information

Article History

Received: 31 March 2025

Accepted: 26 June 2025

First Online: 21 July 2025

Declarations

:

: This retrospective study was approved by the Ethics Review Board of Shanghai Eye & ENT Hospital of Fudan University.

: The requirement for written informed consent was waived (approval number: 2023-YS-142; approval date: August 25th, 2023).

: The authors have no relevant financial or non-financial interests to disclose.

Document is current

Any future updates will be listed below