Identifying Venous Insufficiency in Head and Neck Reconstruction Flaps Using Machine Learning and Deep Learning Methods
The deep learning model shows good value in identifying flap venous insufficiency, serving as an auxiliary tool for postoperative monitoring.
Authors
- Zufei Li
- Kun Fang (ORCID: https://orcid.org/0000-0002-1209-349X)
- Shizhi He
- Xiaoyu Shi
- Ying He (ORCID: https://orcid.org/0000-0001-5793-3248)
- Yanming Zhao
- Jiayi Yang
- Rongjia Li
- Qijia Li
- Lizhen Hou
- Qi Zhong
Institutions
- Beijing Tongren Hospital (CN)
- Capital Medical University (CN)
- Beijing Chao-Yang Hospital, Capital Medical University (CN)
- Ministry of Education (KR)
- Beijing Chaoyang Emergency Medical Center (CN)
Publication Details
- Journal
- Head & Neck
- Published
- 2026-03-16
- DOI
- https://doi.org/10.1002/hed.70235
- Primary Topic
- Reconstructive Surgery and Microvascular Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00