Tokyo, Dec. 1 -- UMIN Clinical Trials Registry (UMIN-CTR) received information related to the study (UMIN000059576) titled 'Development and validation of an artificial intelligence model to detect restless movements using motion sensors' on Dec. 1.
Study Type:
Observational
Primary Sponsor:
Institute - Yamagata Univercity
Condition:
Condition - None
Classification by malignancy - Others
Genomic information - NO
Objective:
Narrative objectives1 - The objective is to develop (train) a convolutional neural network (CNN) model that detects agitated behavior from motion data recorded by an IMU sensor using healthy subject data, and to evaluate its initial feasibility for future clinical application in intensive care units.
Basic objectives2...