Tokyo, June 1 -- UMIN Clinical Trials Registry (UMIN-CTR) received information related to the study (UMIN000061599) titled 'Development of an AI Model to Predict Functional Recovery after Stroke Rehabilitation' on May 31.
Study Type:
Observational
Primary Sponsor:
Institute - Hokkaido University of Science
Condition:
Condition - stroke
Classification by malignancy - Others
Genomic information - NO
Objective:
Narrative objectives1 - To develop a Random Forest model predicting discharge FIM scores in stroke patients in convalescent rehabilitation wards, incorporating aging-related variables, and to evaluate its predictive accuracy and clinical interpretability using SHAP analysis.
Basic objectives2 - Efficacy
Eligibility:
Age-lower limi...