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Research on the Prediction of Treatment Compliance in Tuberculosis Patients

Prediction of Treatment Adherence and Dynamic Intervention Strategies for Tuberculosis Patients Based on Multimodal Data and Machine Learning

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
ChiCTR
Registry ID
ChiCTR2600128271
Enrollment
Unknown
Registered
2026-07-16
Start date
2026-08-01
Completion date
Unknown
Last updated
2026-07-20

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

Conditions

Tuberculosis

Interventions

Control group:Standard Supervision Management Strategy
Intervention group:Based on the results of the compliance risk scoring system, for high-risk group patients, health education was strengthened during the first visit. Community doctors monitored the p

Sponsors

Shanghai Municipal Center for Disease Control and Prevention
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1.Patients with newly diagnosed tuberculosis who met the diagnostic criteria and whose diagnosis was confirmed by GeneXpert test were randomly assigned to the intervention group and the control group.

Exclusion criteria

Exclusion criteria: 1. Under 18 years old; 2. Not using the first-line anti-tuberculosis treatment regimen or the treatment regimen has lasted for more than 6 months 3. Patients with the following conditions: HIV infection, malignant tumors, renal failure, liver cirrhosis, mental/visual/hearing/language disorders, and an expected survival period of less than 2 years; 4. Electronic medicine boxes cannot be used; 5. Disagree to participate in this study;

Design outcomes

Primary

MeasureTime frame
The proportion of non-compliant patients;

Secondary

MeasureTime frame
Patient treatment outcomes;Regular follow-up visits;

Countries

China

Contacts

Public ContactQin Nan

Shanghai Municipal Center for Disease Control and Prevention

qinnan@scdc.sh.cn+86 21 62758710

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Jul 23, 2026