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 - Efficacy
Eligibility:
Age-lower limit - 18
years-old
=
Gender - Male and Female
Key inclusion criteria - healthy person
Key exclusion criteria - Individuals under the age of 18
Individuals with underlying musculoskeletal conditions or a history of collagen diseases
Individuals with a pacemaker implant
Individuals who did not consent to the study
Target Size - 45
Recruitment Status:
Recruitment status - Preinitiation
Date of protocol fixation - 2025 Year 10 Month 28 Day
Anticipated trial start date - 2025 Year 12 Month 01 Day
Last follow-up date - 2028 Year 01 Month 01 Day
To know more, visit https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000068134
Disclaimer: Curated by HT Syndication.
