Xiugeng Li
Biographic Data
| ID | 10039575 |
|---|---|
| NAME | Xiugeng Li |
| GIVEN NAMES | Xiugeng |
| FAMILY NAME | Li |
| SIGNATURE | LI X |
| AFFILIATIONS | First Affiliated Hospital of Zhengzhou University |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Development and validation of a prediction model for infection in chronic nonhealing wounds
Purpose: To develop and externally validate a pragmatic and interpretable model that predicts infection risk in chronic nonhealing wounds using routine electronic medical record data. Methods: 300) was used for validation. Prespecified predictors were harmonized across sites. Feature selection used the overlap of Boruta and LASSO. Eight algorithms were compared with stratified five-fold cross-validation; the random forest (RF) was selected. Perfo…
No prominent works on this page.
Development and validation of a prediction model for infection in chronic nonhealing wounds
Purpose: To develop and externally validate a pragmatic and interpretable model that predicts infection risk in chronic nonhealing wounds using routine electronic medical record data. Methods: 300) was used for validation. Prespecified predictors were harmonized across sites. Feature selection used the overlap of Boruta and LASSO. Eight algorithms were compared with stratified five-fold cross-validation; the random forest (RF) was selected. Perfo…
Brier score (1 work) · Clinical decision support system (1 work) · Cohort (1 work) · Cohort study (1 work) · Interpretability (1 work) · Medical record (1 work) · Pressure Ulcer Prevention and Management (1 work) · Random forest (1 work) · Receiver operating characteristic (1 work) · Retrospective cohort study (1 work)