Artificial Intelligence‐Based Pathological Subtype Diagnosis of Nasal Polyps: A Multidimensional and Micro‐Visualization Study

Xin Luo; Hansheng Li; Jianning Chen; Zhihao Zhou; Guixian Liang; Manhou Chao; Tian Yuan; He Zhang; Ning Kang; Zhaofeng Xu; Yueqi Sun; Haiyu Hong; Yan Xu; Yan Zhang; Guoxi Zheng; Mei Lv; Song Wang; Hua Zhang; Chuanliang Zhao; Shaoqing Yu; Y. R. Shen; Yucheng Yang; Fengli Cheng; Dongdong Zhu; Zican Peng; Zheng Liu; Xin Wei; Luo Ba; Zhenlin Wang; Long Qin; Zili Qin; Binyu Mo; Haoran Lin; Yuming Li; Lei Xu; Zhanhua Shen; Ming Lai; Jigui Pan; Yani Yang; Gang Li; Guowen Hu; Yong Qin; Weifeng Kong; Shuo Wu; Z H Shi; Yan Zhang; Na Cheng; Nana Zhang; Chunkui Shao; Zifeng Liu; Xun Wang; Haotian Lin; Lei Cui; Lin Yang; QinTai Yang

doi:10.1111/all.70282

Key Points

The research aims to develop a more accurate method for diagnosing nasal polyp subtypes using AI techniques.
Integration of multiple imaging techniques including micro-imaging (MI), whole slide imaging (WSI), and 3D nasal polyp visualization (3DNP).
Utilization of artificial intelligence to analyze diagnostic data effectively.
Assessment of diagnostic precision and clinical outcomes.
Enhanced diagnostic precision for nasal polyp subtypes was achieved through the use of AI.
The integration of MI, WSI, and 3DNP showed improved prognosis prediction capabilities.

Implication

AI enables accurate diagnosis of nasal polyps subtypes, suggesting improved clinical utility.

Abstract

NPSS integrates MI, WSI, and 3DNP to enable accurate and efficient NP subtype diagnosis and prognosis prediction, greatly enhancing diagnostic precision and clinical utility.

Discussion

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Cite This Study

Luo et al. (2026) studied this question.

synapsesocial.com/papers/69af94da70916d39fea4bdfe https://doi.org/10.1111/all.70282

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Artificial Intelligence‐Based Pathological Subtype Diagnosis of Nasal Polyps: A Multidimensional and Micro‐Visualization Study

Key Points

Implication

Abstract

Discussion

Cite This Study

Artificial Intelligence‐Based Pathological Subtype Diagnosis of Nasal Polyps: A Multidimensional and Micro‐Visualization Study

Key Points

Implication

Abstract

Discussion

Cite This Study

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