“SIT Lab” is a channel that introduces laboratories at Shibaura Institute of Technology (Tokyo, Japan), which has diverse research fields.
In the 19th lecture, Professor Midori SUGAYA, Department of Computer Science and Engineering, College of Engineering, will talk about "Biological information reveals what is going on in the mind that even the patients themselves not aware of".
Currently, psychiatric care relies on medical interviews as a basis for diagnosis, but it is difficult to accurately convey one's emotions.
To solve this problem, we have succeeded in machine learning of personal emotions with 100% accuracy by selecting features based on biometric information, such as heartbeat and EEG, and calculating their importance.
Research that supports faster and more accurate diagnosis by doctors is--


Systems Software Laboratory (SIT official website)
https://www.shibaura-it.ac.jp/en/research/lab/engineering/cse/midori_sugaya.html

Original website (J)
http://www.dlab.ise.shibaura-it.ac.jp/

research profile
https://shibaura.pure.elsevier.com/ja/persons/midori-sugaya

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▼Contents
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00:00 Opening
00:15 Psychiatry relies on the experience and subjectivity of doctors.
00:38 Scientifically diagnosing a patient's mental state
00:54 A method for evaluating emotions using biometric data
01:45 Emotion Visualizer
02:20 Feature Selection by Calculating Importance
02:51 The Potential of Biometric Emotion Assessment