Smartphone video-based early diagnosis of blepharospasm using dual cross-attention modeling enhanced by facial pose estimation

Abstract Blepharospasm is a focal dystonia characterized by involuntary eyelid contractions that impair vision and social function. The subtle clinical signs of blepharospasm make early and accurate diagnosis difficult, delaying timely intervention. In this study, we propose a dual cross-attention d...

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Bibliographic Details
Main Authors: Shenyu Huang, Boyuan Yang, Xiaoling Huang, Huina Zhang, Dong Luo, Guanchao Tong, Yijie Wang, Yongqing Shao, Menglu Chen, Qi Gao, Juan Ye
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-025-01904-8
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