A machine learning-based predictive model for the identification of pulmonary tuberculosis in primary healthcare institutions with SHAP-based interpretation

LI Longfen, SHI Chunjing, TIAN Xiulan, LI Wenming, LUO Yun, ZHANG Huajie, WANG Ge, ZHAO Yanhong, WU Huachao, CHEN Xiu, LI Xiang, SHEN Lingjun

China Tropical Medicine ›› 2025, Vol. 25 ›› Issue (12) : 1518-1526.

PDF(1343 KB)
PDF(1343 KB)
China Tropical Medicine ›› 2025, Vol. 25 ›› Issue (12) : 1518-1526. DOI: 10.13604/j.cnki.46-1064/r.2025.12.02
Articles

A machine learning-based predictive model for the identification of pulmonary tuberculosis in primary healthcare institutions with SHAP-based interpretation

    {{javascript:window.custom_author_en_index=0;}}
  • {{article.zuoZhe_EN}}
Author information +
History +

HeighLight

{{article.keyPoints_en}}

Abstract

{{article.zhaiyao_en}}

Key words

QR code of this article

Cite this article

EndNote

Ris (Procite)

Bibtex

Download Citations
{{article.zuoZheEn_L}}. {{article.title_en}}. {{journal.qiKanMingCheng_EN}}. 2025, 25(12): 1518-1526 https://doi.org/10.13604/j.cnki.46-1064/r.2025.12.02

References

Publishing order | Descend order by publishing year | Descend order by cited within

References

{{article.reference}}

Funding

RIGHTS & PERMISSIONS

{{article.copyrightStatement_en}}
{{article.copyrightLicense_en}}
PDF(1343 KB)

Accesses

Citation

Detail
Sections
Recommended

/

〈 〉