Unique ID issued by UMIN | UMIN000021396 |
---|---|
Receipt number | R000024677 |
Scientific Title | Development of objective measures for depression, bipolar disorder and dementia by quantifying facial expression, body movement and voice data: A pilot study |
Date of disclosure of the study information | 2016/03/08 |
Last modified on | 2022/09/15 10:58:11 |
Development of objective measures for depression, bipolar disorder and dementia by quantifying facial expression, body movement and voice data: A pilot study
Development of objective measures for depression, bipolar disorder and dementia by quantifying facial expression, body movement and voice data: A pilot study
Development of objective measures for depression, bipolar disorder and dementia by quantifying facial expression, body movement and voice data: A pilot study
Development of objective measures for depression, bipolar disorder and dementia by quantifying facial expression, body movement and voice data: A pilot study
Japan |
1. Patients with depressive disorder or bipolar disorder
2. Patients with dementia, mild cognitive impairment, or subjective cognitive impairment
3. Healthy volunteers
Psychiatry | Adult |
Others
NO
To develop objective measures utilizing machine learning approach based on video, infrared, and voice data during conversation.
Safety
Exploratory
Pragmatic
Not applicable
To examine the feasibility and safety of data collection according to the current protocol.
Interventional
Single arm
Non-randomized
Open -no one is blinded
Uncontrolled
1
Diagnosis
Other |
Video/infrared/voice recording during 10 minutes conversation with psychiatrist and/or psychologist. Total number of recording will be 5 times or less. Recording will be done on the doctor visit and the interval of the recording will not be fixed (20 days or longer for healthy volunteers).
Clinical severity assessment using rating scales as follows.
Hamilton Rating Scale for Depression (HAM-D): 20 minutes
Montgomery Asberg Depression Rating Scale (MADRS): 10 minutes
Young mania rating scale (YMRS): 10 minutes
Beck depression inventory (BDI): 3 minutes
pittsburgh sleep quality index (PSQI): 2 minutes
Clinical Dementia Rating(CDR): 15 minutes
Mini-mental Scale Examination (MMSE): 15 minutes
Wechsler Memory Scale-Logical Memory Subtest: 5 minutes
Clock drawing test (CDT): 3 minutes
Neuropsychiatric Inventory (NPI): 10minutes
Geriatric Depression Scale (GDS): 5 minutes
20 | years-old | <= |
Not applicable |
Male and Female
As patients
(1)
a) Out/in-patients at Keio university hospital diagnosed as depressive disorder or bipolar disorder
b) Out/in-patients at Keio university hospital diagnosed as dementia, mild cognitive impairment, or subjective cognitive impairment
(2) 20 years old or older
(3) Decisionally not impaired judged by treating physician
As healthy volunteers
(1) Healthy volunteers who offered participation to the study through web site.
As patients
(1) Patients whose illness can be exacerbated by the interview of the study.
(2) Patients who have comorbidities that can interfere with the measurements in the study; such as patients with facial palsy or involuntary movement, patients with quadriplegic palsy or involuntary motion, patients with dysphonia by laryngectomized.
(3) Those who are considered to be ineligible by the PI or investigators.
As healthy volunteers
(2) and (3) described above
20
1st name | Taishiro |
Middle name | |
Last name | Kishimoto |
Keio University School of Medicine
Hills Joint Research Laboratory for Future Preventive Medicine and Wellnes
06-0032
Roppongi Hills North Tower 7F, 6-2-31 Roppongi, minato-ku, Tokyo, Japan
03-5363-3492
tkishimoto@keio.jp
1st name | Momoko |
Middle name | |
Last name | Kitazawa |
Keio University School of Medicine
Department of Neuropsychiatry
160-8582
35 Shinanomachi, Shinjuku-ku, Tokyo, JAPAN
03-5363-3492
https://www.i2lab.info/prompt
m-kitazawa@keio.jp
Keio University School of Medicine
Japan Agency for Medical Research and Development (AMED)
Japanese Governmental office
Japan
Keio University Science and Technology
Omron corporation
Advanced Media corporation
FRONTEO Healthcare, Inc.
The Clinical and Translational Research Center
35 Shinanomachi, Shinjuku-ku, Tokyo, JAPAN
03-5363-3961
med-nintei-jimu@adst.keio.ac.jp
NO
慶應義塾大学病院(Keio University Hospital)
2016 | Year | 03 | Month | 08 | Day |
Unpublished
20
Completed
2016 | Year | 03 | Month | 03 | Day |
2016 | Year | 03 | Month | 09 | Day |
2016 | Year | 03 | Month | 10 | Day |
2018 | Year | 12 | Month | 11 | Day |
Method:
1) 10 minutes conversation.
2) Severity assessments using rating scales that are used for depression, bipolar disorder or dementia.
3) Demographic characteristics extraction from medical charts.
Video/infrared/voice recording will be taken place for 1) and 2). Utilizing machine learning approach, we will quantify such patients data and develop the algorithm that has strong correlation with clinical rating scale.
2016 | Year | 03 | Month | 08 | Day |
2022 | Year | 09 | Month | 15 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000024677