Analyzing risk factors and constructing a predictive model for superficial esophageal carcinoma with submucosal infiltration exceeding 200 micrometers
A logistic regression model complemented by SHAP visualizations effectively identifies early esophageal cancer reaching 200 micrometers into the submucosa.
Authors
- Guangbing Hu
- Zichen Luo (ORCID: https://orcid.org/0000-0002-1234-3081)
- Lü Zhou (ORCID: https://orcid.org/0000-0001-9014-6350)
- Haiyang Guo (ORCID: https://orcid.org/0000-0001-5503-6922)
- Xianfei Wang (ORCID: https://orcid.org/0000-0003-3669-6866)
- Xiaobo Wang (ORCID: https://orcid.org/0000-0001-6044-914X)
- Xinrui Chen (ORCID: https://orcid.org/0000-0001-8780-4076)
- Shiqi Liang (ORCID: https://orcid.org/0000-0001-8434-406X)
- Ji Zuo
- Yutong Cui
Institutions
- Affiliated Hospital of North Sichuan Medical College (CN)
Publication Details
- Journal
- BMC Gastroenterology
- Published
- 2024-10-06
- DOI
- https://doi.org/10.1186/s12876-024-03442-1
- Citations
- 1
- Primary Topic
- Esophageal Cancer Research and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.57