Mitsuteru Nakamura
Project Junior Associate Professor
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About
Dr. Mitsuteru Nakamura is a Project Junior Associate Professor at Kanagawa University of Human Services in Japan. His research focuses on the assessment of mental health conditions, particularly through voice analysis, as evidenced by his recent publications on depressive symptom classification and voice-based evaluation methods. Dr. Nakamura is also involved in exploring the relationship between vocalizations and social behaviors in neonatal models.
Articles (8)
Voice-based depression detection methods have been studied worldwide as an objective and easy method to detect depression. Conventional studies estimate the presence or severity of depression. However, an estimation of symptoms is a necessary technique not only to treat depression, but also to relieve patients’ distress. Hence, we studied a method for clustering symptoms from HAM-D scores of depressed patients and by estimating patients in different symptom groups based on acoustic features of their speech. We could separate different symptom groups with an accuracy of 79%. The results suggest that voice from speech can estimate the symptoms associated with depression.
Year:
2023
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2022
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2021
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2021
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2021
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2020
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2020
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2020
Collaborators (5)
Thomas Svensson
Junior Associate Professor/Lecturer
Kanagawa University of Human Services
Shinichi Tokuno
University of Tokyo
Masaaki Tanichi
National Defense Medical College
Akiko Kishi Svensson
University of Tokyo
Mitsuyuki Matsumoto
Scientific Founder & Chief Scientific Officer
Relay Therapeutics Inc
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