Voice Biomarkers

Current Status and Issues in the Development

Inbunden, Engelska, 2025

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Beskrivning

This book presents the latest research on speech biomarkers and demonstrates the benefits of quantitative measurement technology for emotion and stress in clinical settings.

Produktinformation

Utgivningsdatum:2025-04-18
Mått:155 x 235 x 17 mm
Vikt:545 g
Format:Inbunden
Språk:Engelska
Antal sidor:215
Förlag:Springer Nature Switzerland AG
ISBN:9789819631087

Utforska kategorier

Klinisk psykologi inom Medicin
Diagnostiska metoder inom Medicin
Samhällsmedicin och preventiv medicin inom Medicin

Mer om författaren

Shinichi TokunoHiroyuki Nakamura

Innehållsförteckning

1 Overview of Voice Biomarkers.- 2 Stress and Depressive Symptoms: Development of Psycho-analyzer.- 3 Stress and Depressive Symptoms: Development of MIMOSYS (Mind Monitoring System).- 4 Stress and Depressive Symptoms: Validation of MIMOSYS (engineering).- 5 Stress and Depressive Symptoms: Validation of MIMOSYS (clinical).- 6 Stress and Depressive Symptoms: Utilization of MIMOSYS.- 7 Depression: Jitter, Shimmer, HNR, Pitch Rate.- 8 Depression: Our Original Features.- 9 Depression: Machine learning.- 10 Depression: Logistic regression.- 11 Depression: Multiple regression.- 12 Bipolar disorder.- 13 PTSD.- 14 Parkinson’s disease.- 15 Dementia.- 16 Differential Diagnosis.- 17 Sleep Apnea Syndrome.- 18 ADEL (Ankyloglossia with Deviation of the Epiglottis and Larynx).- 19 USV (Ultrasonic Vocalization).- 20 Driving.- 21 COVID- 19.