UMIN-CTR Clinical Trial

Unique ID issued by UMIN UMIN000056763
Receipt number R000063731
Scientific Title Effectiveness of dementia muffs in physically restrained patients. -Validation of facial emotion recognition AI and symptom change-.
Date of disclosure of the study information 2025/02/01
Last modified on 2026/01/21 21:01:58

* This page includes information on clinical trials registered in UMIN clinical trial registed system.
* We don't aim to advertise certain products or treatments


Basic information

Public title

Effectiveness of dementia muffs in physically restrained patients. -Validation of facial emotion recognition AI and symptom change-.

Acronym

Effectiveness of dementia muffs in physically restrained patients.

Scientific Title

Effectiveness of dementia muffs in physically restrained patients. -Validation of facial emotion recognition AI and symptom change-.

Scientific Title:Acronym

Effectiveness of dementia muffs in physically restrained patients. -Validation of facial emotion recognition AI and symptom change-.

Region

Japan


Condition

Condition

Patients requiring physical restraint

Classification by specialty

Rehabilitation medicine

Classification by malignancy

Others

Genomic information

NO


Objectives

Narrative objectives1

To test the effectiveness of dementia muffs in reducing physical restraint time and stress with facial emotion recognition AI.

Basic objectives2

Safety,Efficacy

Basic objectives -Others


Trial characteristics_1


Trial characteristics_2


Developmental phase



Assessment

Primary outcomes

Five emotion averages for NUTRAL, SAD, SURPRISE, HAPPY and ANGRY using facial emotion recognition AI.

Key secondary outcomes



Base

Study type

Interventional


Study design

Basic design

Single arm

Randomization

Non-randomized

Randomization unit


Blinding

Open -no one is blinded

Control

Self control

Stratification


Dynamic allocation


Institution consideration


Blocking


Concealment



Intervention

No. of arms

1

Purpose of intervention

Treatment

Type of intervention

Other

Interventions/Control_1

The filming starts (for approximately 1 minute) with the patient in physical restraints between 9:00 and 17:00 during the day shift. The restraints are removed and a muff is applied. After the muff is put on, the patient rests for about 2 minutes and is then filmed (for about 1 minute). The illuminance, humidity and temperature should also be measured at that time.
Always film with at least two people, one person filming the video and the other being the observer to maintain the patient's safety. Before and after the patient wears the dementia muff, a video of the patient's facial expressions is taken in about one minute, and the recorded video is analysed by MAL Face Emotion using AI analysis. The average value of facial emotions when using the dementia muff is evaluated.

Interventions/Control_2


Interventions/Control_3


Interventions/Control_4


Interventions/Control_5


Interventions/Control_6


Interventions/Control_7


Interventions/Control_8


Interventions/Control_9


Interventions/Control_10



Eligibility

Age-lower limit

20 years-old <=

Age-upper limit


Not applicable

Gender

Male and Female

Key inclusion criteria

1 This category includes those who are eligible for Dementia Care Team rounds and still require physical restraints.
2 There are no restrictions on gender, disease name, or treatment method.

Key exclusion criteria

(1) Patients who take measures against contact infection, droplet infection and airborne infection.
(2) Patients with severe facial injuries and inability to recognise facial expressions.
(3) Patients who have difficulty in obtaining consent.

Target sample size

54


Research contact person

Name of lead principal investigator

1st name Akira
Middle name
Last name Kido

Organization

Nara Medical University

Division name

Department of Rehabilitation Medicine

Zip code

634-8521

Address

840 Shijo-cho, Kashihara City, Nara Prefecture

TEL

0744-22-3051

Email

akirakid@naramed-u.ac.jp


Public contact

Name of contact person

1st name Shogo
Middle name
Last name Sasaki

Organization

Nara Medical University

Division name

Department of Rehabilitation Medicine

Zip code

634-8521

Address

840 Shijo-cho, Kashihara City, Nara Prefecture

TEL

0744-22-3051

Homepage URL


Email

rehaka@naramed-u.ac.jp


Sponsor or person

Institute

Nara Medical University

Institute

Department

Personal name



Funding Source

Organization

No

Organization

Division

Category of Funding Organization

Other

Nationality of Funding Organization



Other related organizations

Co-sponsor


Name of secondary funder(s)



IRB Contact (For public release)

Organization

Nara Medical University

Address

840 Shijo-cho, Kashihara City, Nara Prefecture

Tel

0744-22-3051

Email

rehaka@naramed-u.ac.jp


Secondary IDs

Secondary IDs

NO

Study ID_1


Org. issuing International ID_1


Study ID_2


Org. issuing International ID_2


IND to MHLW



Institutions

Institutions



Other administrative information

Date of disclosure of the study information

2025 Year 02 Month 01 Day


Related information

URL releasing protocol


Publication of results

Unpublished


Result

URL related to results and publications


Number of participants that the trial has enrolled


Results


Results date posted


Results Delayed


Results Delay Reason


Date of the first journal publication of results


Baseline Characteristics


Participant flow


Adverse events


Outcome measures


Plan to share IPD


IPD sharing Plan description



Progress

Recruitment status

No longer recruiting

Date of protocol fixation

2025 Year 01 Month 20 Day

Date of IRB

2025 Year 01 Month 20 Day

Anticipated trial start date

2025 Year 02 Month 01 Day

Last follow-up date

2025 Year 07 Month 31 Day

Date of closure to data entry


Date trial data considered complete


Date analysis concluded



Other

Other related information



Management information

Registered date

2025 Year 01 Month 20 Day

Last modified on

2026 Year 01 Month 21 Day



Link to view the page

Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000063731