Dual-scale fusion vision transformer model for vocal cord leukoplakia risk stratification: A multicenter study

The proposed AI framework provides a clinically effective solution for reliable VCL risk stratification and reduces diagnostic variability between clinicians. Validated across multiple centers, this dual-scale ViT approach establishes a novel paradigm for laryngoscopic diagnosis and holds significant potential to standardize diagnostic workflows in resource-limited settings.

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Publication Details

Journal
American Journal of Otolaryngology
Published
2026-01-01
DOI
https://doi.org/10.1016/j.amjoto.2026.104789
Primary Topic
Voice and Speech Disorders
Type
article
Field-Weighted Citation Impact
0.00
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article

Dual-scale fusion vision transformer model for vocal cord leukoplakia risk stratification: A multicenter study

Quan-Mao Zhang, Mei-Ling Wang, Yumeng Liu, Yu-Da Zhao et al.
American Journal of Otolaryngology
Voice and Speech Disorders
article

Dual-scale fusion vision transformer model for vocal cord leukoplakia risk stratification: A multicenter study

Quan-Mao Zhang, Mei-Ling Wang, Yumeng Liu, Yu-Da Zhao, X G Ni, Lizhou Dou, Yan Ke, Jian-Hui Wang, Jie-Lin Huang, Ji-Qing Zhu, Li-Juan Li
article en

Abstract

The proposed AI framework provides a clinically effective solution for reliable VCL risk stratification and reduces diagnostic variability between clinicians. Validated across multiple centers, this dual-scale ViT approach establishes a novel paradigm for laryngoscopic diagnosis and holds significant potential to standardize diagnostic workflows in resource-limited settings.

American Journal of OtolaryngologyVol. 47(1)
Chinese Academy of Medical Sciences & Peking Union Medical College (CN), National Cancer Center (US), People’s Hospital of Wenshan Prefecture (CN), Shanxi Provincial Cancer Hospital (CN), Cancer Hospital of Chinese Academy of Medical Sciences (CN)
Openalex Percentile: Top 92%
Voice and Speech Disorders
DOIOpen Access PDFOpenAlex
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Dual-scale fusion vision transformer model for vocal cord leukoplakia risk stratification: A multicenter study — Quan-Mao Zhang, Mei-Ling Wang, et al. · American Journal of Otolaryngology (2026) | TGRS Research Map | TGRS