Yaoyan Lu
Biographic Data
| ID | 10006940 |
|---|---|
| NAME | Yaoyan Lu |
| GIVEN NAMES | Yaoyan |
| FAMILY NAME | Lu |
| SIGNATURE | LU Y |
| AFFILIATIONS | Guilin Medical University |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Enhancing diabetes risk stratification through natural language processing
Background This study investigates whether integrating Natural Language Processing (NLP) with traditional clinical data improves type 2 diabetes risk prediction by extracting latent risk factors from unstructured medical text. Methods We analyzed a public dataset of 1,879 individuals. Structured variables (BMI, HbA1c, blood pressure) were normalized, while unstructured textual entries (symptom descriptions, lifestyle notes) were processed using a…
No prominent works on this page.
Enhancing diabetes risk stratification through natural language processing
Background This study investigates whether integrating Natural Language Processing (NLP) with traditional clinical data improves type 2 diabetes risk prediction by extracting latent risk factors from unstructured medical text. Methods We analyzed a public dataset of 1,879 individuals. Structured variables (BMI, HbA1c, blood pressure) were normalized, while unstructured textual entries (symptom descriptions, lifestyle notes) were processed using a…
Artificial Intelligence in Healthcare (1 work) · Artificial Intelligence in Healthcare and Education (1 work) · Cohort (1 work) · Framingham Risk Score (1 work) · Generalizability theory (1 work) · Logistic regression (1 work) · Machine Learning in Healthcare (1 work) · Random forest (1 work) · Risk assessment (1 work) · Unstructured data (1 work)