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Clinical trial

Predicting Local Anesthetic Success in Symptomatic Irreversible Pulpitis: A Comparison of Logistic Regression, Random Forest, and XGBoost With SHAP-Based Interpretability in 4,390 Patients

NCT07672678 is registered in ClinicalTrials.gov with Jamia Millia Islamia as lead sponsor.

NCT NCT07672678
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Registry record

As filed in ClinicalTrials.gov.

Title
Predicting Local Anesthetic Success in Symptomatic Irreversible Pulpitis: A Comparison of Logistic Regression, Random Forest, and XGBoost With SHAP-Based Interpretability in 4,390 Patients
Lead sponsor
Jamia Millia Islamia
Phase
Observational
Overall status
Completed
Start date
May 1, 2014
Completion date
December 16, 2025
Enrollment
4,390 (actual)
Sites
Not reported

Conditions

As the registry lists them; a condition with its own page is linked.

anesthesia, local, nerve block, pulpitis