Cargando…

Effectiveness of a Voice-Based Mental Health Evaluation System for Mobile Devices: Prospective Study

BACKGROUND: We developed a system for monitoring mental health using voice data from daily phone calls, termed Mind Monitoring System (MIMOSYS), by implementing a method for estimating mental health status from voice data. OBJECTIVE: The objective of this study was to evaluate the potential of this...

Descripción completa

Detalles Bibliográficos
Autores principales:	Higuchi, Masakazu, Nakamura, Mitsuteru, Shinohara, Shuji, Omiya, Yasuhiro, Takano, Takeshi, Mitsuyoshi, Shunji, Tokuno, Shinichi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2020
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7399964/ https://www.ncbi.nlm.nih.gov/pubmed/32554367 http://dx.doi.org/10.2196/16455

Ejemplares similares

Performance Evaluation of a Voice-Based Depression Assessment System Considering the Number and Type of Input Utterances
por: Higuchi, Masakazu, et al.
Publicado: (2021)

Mental status assessment of disaster relief personnel by vocal affect display based on voice emotion recognition
por: Mitsuyoshi, Shunji, et al.
Publicado: (2017)

Estimating Depressive Symptom Class from Voice
por: Takano, Takeshi, et al.
Publicado: (2023)

Evaluation of the Severity of Major Depression Using a Voice Index for Emotional Arousal
por: Shinohara, Shuji, et al.
Publicado: (2020)

Evaluation of emotional arousal level and depression severity using voice-derived sound pressure change acceleration
por: Shinohara, Shuji, et al.
Publicado: (2021)

Depressive Mood Assessment Method Based on Emotion Level Derived from Voice: Comparison of Voice Features of Individuals with Major Depressive Disorders and Healthy Controls
por: Shinohara, Shuji, et al.
Publicado: (2021)

Detectionof Major Depressive Disorder Based on a Combination of Voice Features: An Exploratory Approach
por: Higuchi, Masakazu, et al.
Publicado: (2022)

Discrimination of mild cognitive impairment based on involuntary changes caused in voice elements
por: Higuchi, Masakazu, et al.
Publicado: (2023)

Severity Classification Using Dynamic Time Warping–Based Voice Biomarkers for Patients With COVID-19: Feasibility Cross-Sectional Study
por: Watase, Teruhisa, et al.
Publicado: (2023)

How much of an impact did COVID-19 self-isolation measures have on mental health?
por: Omiya, Yasuhiro, et al.
Publicado: (2020)

Relationship between Psychological Stress Determined by Voice Analysis and Periodontal Status: A Cohort Study
por: Maruyama, Takayuki, et al.
Publicado: (2022)

Association Between Electroencephalogram-Derived Sleep Measures and the Change of Emotional Status Analyzed Using Voice Patterns: Observational Pilot Study
por: Miyashita, Hirotaka, et al.
Publicado: (2020)

Distinguish the Severity of Illness Associated with Novel Coronavirus (COVID-19) Infection via Sustained Vowel Speech Features
por: Omiya, Yasuhiro, et al.
Publicado: (2023)

Novel Screening Tool Using Non-linguistic Voice Features Derived from Simple Phrases to Detect Mild Cognitive Impairment and Dementia
por: Mizuguchi, D., et al.
Publicado: (2023)

Programming voice interfaces: giving connected devices a voice
por: Quesada, Walter, et al.
Publicado: (2018)

Post-stroke respiratory complications using machine learning with voice features from mobile devices
por: Park, Hae-Yeon, et al.
Publicado: (2022)

Image and video processing on mobile devices: a survey
por: Morikawa, Chamin, et al.
Publicado: (2021)

Author Correction: Post-stroke respiratory complications using machine learning with voice features from mobile devices
por: Park, Hae-Yeon, et al.
Publicado: (2022)

Device life of the Provox Vega voice prosthesis
por: Hancock, Kelli L., et al.
Publicado: (2012)

Case study of medical evacuation before and after the Fukushima Daiichi nuclear power plant accident in the great east Japan earthquake
por: Okumura, Tetsu, et al.
Publicado: (2015)

A new method of Bayesian causal inference in non-stationary environments
por: Shinohara, Shuji, et al.
Publicado: (2020)

Neuroimaging in mental health care: voices in translation
por: Borgelt, Emily L., et al.
Publicado: (2012)

Serum thyroglobulin evaluation on LC-MS/MS and immunoassay in TgAb-positive patients with papillary thyroid carcinoma
por: Nishihara, Eijun, et al.
Publicado: (2021)

A mental health framework from the voices of refugees
por: Kanagaratnam, Pushpa, et al.
Publicado: (2021)

The relationship between performance feedback from supervisors and subordinates’ work engagement among employees in elderly care facilities: structural equation modeling
por: SAITO, Mitsunobu, et al.
Publicado: (2022)

MyCap: a flexible and configurable platform for mobilizing the participant voice
por: Harris, Paul A, et al.
Publicado: (2022)

Mobile Devices
por: Collins, Lauren, et al.
Publicado: (2015)

Customized-Language Voice Survey on Mobile Devices for Text and Image Data Collection Among Ethnic Groups in Thailand: A Proof-of-Concept Study
por: Jandee, Kasemsak, et al.
Publicado: (2014)

Improvement of voice quality and prevention of deafness by a bone-conduction device
por: Park, Hyung-Woo, et al.
Publicado: (2014)

Seeing voices? The importance of raising awareness on Deaf Mental Health
por: Conde Moreno, M., et al.
Publicado: (2023)

Social Capital in Relation to Mental Health—The Voices of Adolescents in Sweden
por: Ahlborg, Mikael G., et al.
Publicado: (2023)

Cross-sectional associations between early mobile device usage and problematic behaviors among school-aged children in the Hokkaido Study on Environment and Children’s Health
por: Miyashita, Chihiro, et al.
Publicado: (2023)

Patchy signals: capturing women’s voices in mobile phone surveys of rural India
por: Hersh, Skye, et al.
Publicado: (2021)

Thermally stable amorphous tantalum yttrium oxide with low IR absorption for magnetophotonic devices
por: Yoshimoto, Takuya, et al.
Publicado: (2017)

Design and Usability Evaluation of Mobile Voice-Added Food Reporting for Elderly People: Randomized Controlled Trial
por: Liu, Ying-Chieh, et al.
Publicado: (2020)

Mobile device management: mobility evaluation in small and medium-sized enterprises
por: Pierer, Markus
Publicado: (2016)

Using Consumer Perceptions of a Voice-Activated Speaker Device as an Educational Tool
por: Chung, Siubak, et al.
Publicado: (2020)

Voice analytics in the wild: Validity and predictive accuracy of common audio-recording devices
por: Busquet, Francesc, et al.
Publicado: (2023)

Mobilization efficiency is critically regulated by fat via marrow PPARδ
por: Suzuki, Tomohide, et al.
Publicado: (2021)

Voice application development with VoiceXML
por: Beasley, Rick
Publicado: (2002)

Cannot write session to /tmp/vufind_sessions/sess_j0iaj67t5vrrrbrncsg91tm38e