Cargando…

Predicting recurrence of depression using lifelog data: an explanatory feasibility study with a panel VAR approach

BACKGROUND: Although depression has a high rate of recurrence, no prior studies have established a method that could identify the warning signs of its recurrence. METHODS: We collected digital data consisting of individual activity records such as location or mobility information (lifelog data) from...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kumagai, Narimasa, Tajika, Aran, Hasegawa, Akio, Kawanishi, Nao, Horikoshi, Masaru, Shimodera, Shinji, Kurata, Ken’ichi, Chino, Bun, Furukawa, Toshi A.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2019
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6907185/ https://www.ncbi.nlm.nih.gov/pubmed/31829206 http://dx.doi.org/10.1186/s12888-019-2382-2

Ejemplares similares

Smartphone Cognitive Behavioral Therapy as an Adjunct to Pharmacotherapy for Refractory Depression: Randomized Controlled Trial
por: Mantani, Akio, et al.
Publicado: (2017)

Correction: Smartphone Cognitive Behavioral Therapy as an Adjunct to Pharmacotherapy for Refractory Depression: Randomized Controlled Trial
por: Mantani, Akio, et al.
Publicado: (2018)

Adding smartphone-based cognitive-behavior therapy to pharmacotherapy for major depression (FLATT project): study protocol for a randomized controlled trial
por: Watanabe, Norio, et al.
Publicado: (2015)

Cognitive and Behavioral Skills Exercises Completed by Patients with Major Depression During Smartphone Cognitive Behavioral Therapy: Secondary Analysis of a Randomized Controlled Trial
por: Furukawa, Toshi A, et al.
Publicado: (2018)

Persistence of physical activity in middle age: a nonlinear dynamic panel approach
por: Kumagai, Narimasa, et al.
Publicado: (2013)

Missing-Data Handling Methods for Lifelogs-Based Wellness Index Estimation: Comparative Analysis With Panel Data
por: Kim, Ki-Hun, et al.
Publicado: (2020)

Feature-First Add-On for Trajectory Simplification in Lifelog Applications
por: Kim, JunSeong
Publicado: (2020)

Know Yourself: Physical and Psychological Self-Awareness With Lifelog
por: Li, Jiayu, et al.
Publicado: (2021)

Interdisciplinary perspectives on privacy awareness in lifelogging technology development
por: Wilkowska, Wiktoria, et al.
Publicado: (2022)

Virtual design of an audio lifelogging system: tools for IoT systems
por: Mears, Brian, et al.
Publicado: (2016)

Towards Memory-Aware Services and Browsing through Lifelogging Sensing
por: Arcega, Lorena, et al.
Publicado: (2013)

The Geometry and Dynamics of Lifelogs: Discovering the Organizational Principles of Human Experience
por: Sreekumar, Vishnu, et al.
Publicado: (2014)

Lifelog Retrieval From Daily Digital Data: Narrative Review
por: Ribeiro, Ricardo, et al.
Publicado: (2022)

A tale of two interfaces: vitrivr at the lifelog search challenge
por: Heller, Silvan, et al.
Publicado: (2023)

Lifelog Agent for Human Activity Pattern Analysis on Health Avatar Platform
por: Kwon, Yongjin, et al.
Publicado: (2014)

LifeSeeker: an interactive concept-based retrieval system for lifelog data
por: Nguyen, Thao-Nhu, et al.
Publicado: (2023)

Strategic use of new generation antidepressants for depression: SUN(^_^) D protocol update and statistical analysis plan
por: Yonemoto, Naohiro, et al.
Publicado: (2015)

Optimising first- and second-line treatment strategies for untreated major depressive disorder — the SUN☺D study: a pragmatic, multi-centre, assessor-blinded randomised controlled trial
por: Kato, Tadashi, et al.
Publicado: (2018)

ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications
por: Ionescu, Bogdan, et al.
Publicado: (2020)

Concept and Proof of the Lifelog Bigdata Platform for Digital Healthcare and Precision Medicine on the Cloud
por: Lee, Kyu Hee, et al.
Publicado: (2022)

Acceptance and Preferences of Using Ambient Sensor-Based Lifelogging Technologies in Home Environments
por: Offermann, Julia, et al.
Publicado: (2021)

Automatically Augmenting Lifelog Events Using Pervasively Generated Content from Millions of People
por: Doherty, Aiden R., et al.
Publicado: (2010)

Cost-effectiveness of family psychoeducation to prevent relapse in major depression: Results from a randomized controlled trial
por: Shimodera, Shinji, et al.
Publicado: (2012)

Systematic differences in effect estimates between observational studies and randomized control trials in meta-analyses in nephrology
por: Kimachi, Miho, et al.
Publicado: (2021)

Distinct impacts of high intensity caregiving on caregivers’ mental health and continuation of caregiving
por: Kumagai, Narimasa
Publicado: (2017)

The Impact of the COVID-19 Pandemic on Physician Visits in Japan
por: Kumagai, Narimasa
Publicado: (2021)

Valuation of health losses of women with multiple roles using a well-being valuation approach: Evidence from Japan
por: Kumagai, Narimasa
Publicado: (2021)

Dismantling cognitive-behaviour therapy for panic disorder: a systematic review and component network meta-analysis
por: Pompoli, Alessandro, et al.
Publicado: (2018)

Maternity Log study: a longitudinal lifelog monitoring and multiomics analysis for the early prediction of complicated pregnancy
por: Sugawara, Junichi, et al.
Publicado: (2019)

Unguided Computer-Assisted Self-Help Interventions Without Human Contact in Patients With Obsessive-Compulsive Disorder: Systematic Review and Meta-analysis
por: Imai, Hissei, et al.
Publicado: (2022)

Acceptability of a lifelogging wearable camera in older adults with mild cognitive impairment: a mixed-method study
por: Gelonch, Olga, et al.
Publicado: (2019)

Lifelog Data-Based Prediction Model of Digital Health Care App Customer Churn: Retrospective Observational Study
por: Kwon, Hongwook, et al.
Publicado: (2021)

Diffusion of a Lifelog-Based Digital Healthcare Platform for Future Precision Medicine: Data Provision and Verification Study
por: Lee, Kyuhee, et al.
Publicado: (2022)

Strategic use of new generation antidepressants for depression: SUN(^_^)D study protocol
por: Furukawa, Toshi A, et al.
Publicado: (2011)

Strategic use of new generation antidepressants for depression, SUN(^_^)D : study design and rationale
por: Yonemoto, Naohiro, et al.
Publicado: (2011)

Explanatory
Publicado: (1868)

Explanatory
Publicado: (1889)

Explanatory
Publicado: (1883)

Four 2×2 factorial trials of smartphone CBT to reduce subthreshold depression and to prevent new depressive episodes among adults in the community–RESiLIENT trial (Resilience Enhancement with Smartphone in LIving ENvironmenTs): a master protocol
por: Furukawa, Toshi A, et al.
Publicado: (2023)

Relationship between Violent Behavior and Repeated Weight-Loss Dieting among Female Adolescents in Japan
por: Shiraishi, Nao, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_7nempei9hlmgqgh94i2iljcn6c