Liying Gu
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Cervi-LLM for real time colposcopy lesion detection and interpretable diagnosis
Abstract Colposcopy, a key procedure in cervical cancer screening for patients with abnormal TCT or HPV test results, requires extensive training for accurate diagnosis, yet diagnostic performance varies significantly across regions. This study presents Cervi-LLM, a multimodal MoE framework designed to assist in colposcopic detection by providing precise lesion localization and stratified diagnoses. The dataset included 126 cervical cancer, 692 HSIL, 306 LSIL, and 999 normal cases.
Efficacy of ALA‐PDT in treating cervical low‐grade squamous intraepithelial lesions with high‐risk HPV patients: A multicentre randomized controlled trial
CONFLICT OF INTEREST STATEMENT The authors declare no conflict of interest. REFERENCES 1, , , et al. Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2024; 74(3): 229-263. doi:10.3322/caac.21834 2, , , et al. Cancer incidence and mortality in China, 2022. J Natl Cancer Cent. 2024; 4(1): 47-53. doi:10.1016/j.jncc.2024.01.006 3, , , , , .
Efficacy of ALA‐PDT in treating cervical low‐grade squamous intraepithelial lesions with high‐risk HPV patients: A multicentre randomized controlled trial
CONFLICT OF INTEREST STATEMENT The authors declare no conflict of interest. REFERENCES 1, , , et al. Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2024; 74(3): 229-263. doi:10.3322/caac.21834 2, , , et al. Cancer incidence and mortality in China, 2022. J Natl Cancer Cent. 2024; 4(1): 47-53. doi:10.1016/j.jncc.2024.01.006 3, , , , , .
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