Hierarchical attention transformer provides assistant suggestions for orbital rejuvenation surgery
The HATrans model represents a significant advancement in multi-label classification for facial aesthetics, offering a practical solution for early periocular aging detection at home. The model's robust performance supports its potential for assisting clinical decision-making in cosmetic surgery, facilitating accessible and timely treatment recommendations.
Authors
- Xiang Lian (ORCID: https://orcid.org/0000-0001-7681-3807)
- Xin Hu (ORCID: https://orcid.org/0000-0003-0714-689X)
- Ke Qin (ORCID: https://orcid.org/0000-0001-6174-3877)
- Yihao Liu (ORCID: https://orcid.org/0000-0001-9874-0602)
- Guannan Li (ORCID: https://orcid.org/0000-0002-9377-6179)
- Kai Liu
- Siqi Wu
Institutions
- École Polytechnique (FR)
- University of Electronic Science and Technology of China (CN)
- Shanghai Jiao Tong University (CN)
- Shanghai Ninth People's Hospital (CN)
Publication Details
- Journal
- Frontiers in Medicine
- Published
- 2025-03-06
- DOI
- https://doi.org/10.3389/fmed.2025.1532195
- Primary Topic
- Ocular Disorders and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00