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Machine Learning-Based Chinese Text Classification to Support Medication Appropriateness Review in Stress-Related Mucosal Disease

Machine Learning-Based Chinese Text Classification to Support Medication Appropriateness Review in Stress-Related Mucosal Disease

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600126317
Enrollment
Unknown
Registered
2026-06-07
Start date
2025-12-02
Completion date
Unknown
Last updated
2026-06-08

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Stress-Related Mucosal Disease, SRMD

Interventions

Number of medical record sections with features of prophylactic use of proton pump inhibitors vs.Number of medical record sections without features of prophylactic proton pump inhibitor use:None

Sponsors

Quzhou People's Hospital
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: Prophylactic use of proton pump inhibitors.

Exclusion criteria

Exclusion criteria: None

Design outcomes

Primary

MeasureTime frame
f1-score;Recall;Precision;—

Secondary

MeasureTime frame
Accuracy;—

Countries

China

Contacts

Public ContactWei Jiang

Quzhou People's Hospital

justview1995@163.com+86 570 3121128

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Jun 11, 2026