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| Name | Class |
|---|---|
| The Third Xiangya Hospital of Central South University | OTHER |
| Jining First People's Hospital | OTHER |
| The Second Hospital of Shandong University | OTHER |
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To develop and validate a prediction model for estimating the short and long-term risk of anemia after bariatric surgery.
This study aims to develop and validate a prediction model for estimating the probability of anemia for patients with obesity one, three, and five years after sleeve gastrectomy and Roux-en-Y gastric bypass, using preoperative clinical and laboratory data.
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| Measure | Description | Time Frame |
|---|---|---|
| AUCs of the prediction model at 1, 3, 5 years | This metric shows the discrimination ability of the prediction model. | 5 years |
| Measure | Description | Time Frame |
|---|---|---|
| Brier score | This metric shows the calibration of the model. The Brier score (on a scale ranging from 0 to 1), which calculates the difference between the estimated and observed risk for malignancy with values closer to 0 indicating better calibration, was used to evaluate model calibration. | 5 years |
| Measure | Description | Time Frame |
|---|---|---|
| AUCs of the prediction model in different subgroups | AUCs of the prediction model in different subgroups, including age (≤ 40 years/>40 years), sex, BMI (≤37.5kg/m2/>37.5kg/m2), smoking history, alcohol consumption, hypertension, and T2DM history. | 5 years |
Inclusion Criteria:
Exclusion Criteria:
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This study aims to include patients with obesity who will undergo bariatric surgery.
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| Name | Affiliation | Role |
|---|---|---|
| Yuntao Nie, M.D. | China-Japan Friendship Hospital | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Yuntao Nie | Beijing | 100029 | China |
Due to the medical privacy implications of the study data, the principal investigator needs to be contacted for access.
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| ID | Term |
|---|---|
| D000740 | Anemia |
| ID | Term |
|---|---|
| D006402 | Hematologic Diseases |
| D006425 | Hemic and Lymphatic Diseases |
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