<scp>SegORG</scp> : Report Generation of Oral Potentially Malignant Disorders Image Based on Lesion Segmentation‐Enhanced <scp>LLM</scp>

By enhancing visual feature extraction and achieving efficient text alignment, SegORG offers an effective technical pathway for OPMDs reports automation. While single-center validation shows promise, multicenter trials are needed to assess generalizability.

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Publication Details

Journal
Oral Diseases
Published
2025-11-28
DOI
https://doi.org/10.1111/odi.70148
Citations
2
Primary Topic
AI in cancer detection
Type
article
Field-Weighted Citation Impact
4.96
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article

SegORG : Report Generation of Oral Potentially Malignant Disorders Image Based on Lesion Segmentation‐Enhanced LLM

Yuqi Cao, Qianming Chen, Wei Chen, Xiaohong Chen et al.
2 citations
Oral Diseases
AI in cancer detection
4.96
article

SegORG : Report Generation of Oral Potentially Malignant Disorders Image Based on Lesion Segmentation‐Enhanced LLM

Yuqi Cao, Qianming Chen, Wei Chen, Xiaohong Chen, Rui Zhang, Peng Huang, Fudong Zhu, Yaowu Chen, Tingting Ding, Xiang Tian
article en
2 citations

Abstract

By enhancing visual feature extraction and achieving efficient text alignment, SegORG offers an effective technical pathway for OPMDs reports automation. While single-center validation shows promise, multicenter trials are needed to assess generalizability.

Oral Diseases
Wenzhou University (CN), Zhejiang University Medical College Affiliated Stomatological Hospital (CN), Stomatology Hospital (CN), State Key Laboratory of Industrial Control Technology (CN), Zhejiang University of Technology (CN)
Openalex Percentile: Top 4%
AI in cancer detection
4.96
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