Cargando…

Identifying Sleep Disorders From Search Engine Activity: Combining User-Generated Data With a Clinically Validated Questionnaire

BACKGROUND: Sleep disorders are experienced by up to 40% of the population but their diagnosis is often delayed by the availability of specialists. OBJECTIVE: We propose the use of search engine activity in conjunction with a validated web-based sleep questionnaire to facilitate wide-scale screening...

Descripción completa

Detalles Bibliográficos
Autores principales:	Cohen Zion, Mairav, Gescheit, Iddo, Levy, Nir, Yom-Tov, Elad
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2022
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9730212/ https://www.ncbi.nlm.nih.gov/pubmed/36416870 http://dx.doi.org/10.2196/41288

Ejemplares similares

Unique Internet Search Strategies of Individuals With Self-Stated Autism: Quantitative Analysis of Search Engine Users’ Investigative Behaviors
por: Yechiam, Eldad, et al.
Publicado: (2021)

Respiratory syncytial virus tracking using internet search engine data
por: Oren, Eyal, et al.
Publicado: (2018)

The Role of Information Boxes in Search Engine Results for Symptom Searches: Analysis of Archival Data
por: Abroms, Lorien C, et al.
Publicado: (2022)

Do Search Engine Helpline Notices Aid in Preventing Suicide? Analysis of Archival Data
por: Cheng, Qijin, et al.
Publicado: (2019)

Adverse Reactions Associated With Cannabis Consumption as Evident From Search Engine Queries
por: Yom-Tov, Elad, et al.
Publicado: (2017)

Ethical Challenges and Opportunities Associated With the Ability to Perform Medical Screening From Interactions With Search Engines: Viewpoint
por: Yom-Tov, Elad, et al.
Publicado: (2020)

Tracking Population-Level Anxiety Using Search Engine Data: Ecological Study
por: Gilbert, Barnabas James, et al.
Publicado: (2023)

Real-World Evidence on the Effect of Missing an Oral Contraceptive Dose: Analysis of Internet Search Engine Queries
por: Hochberg, Irit, et al.
Publicado: (2020)

Symptoms Prompting Interest in Celiac Disease and the Gluten-Free Diet: Analysis of Internet Search Term Data
por: Lebwohl, Benjamin, et al.
Publicado: (2019)

Internet Searches for Medical Symptoms Before Seeking Information on 12-Step Addiction Treatment Programs: A Web-Search Log Analysis
por: Nitzburg, George, et al.
Publicado: (2019)

Postmarket Drug Surveillance Without Trial Costs: Discovery of Adverse Drug Reactions Through Large-Scale Analysis of Web Search Queries
por: Yom-Tov, Elad, et al.
Publicado: (2013)

Providing early indication of regional anomalies in COVID-19 case counts in England using search engine queries
por: Yom-Tov, Elad, et al.
Publicado: (2022)

Evidence From Web-Based Dietary Search Patterns to the Role of B12 Deficiency in Non-Specific Chronic Pain: A Large-Scale Observational Study
por: Giat, Eitan, et al.
Publicado: (2018)

Initial growth rates of malware epidemics fail to predict their reach
por: Muchnik, Lev, et al.
Publicado: (2021)

Assessment of the Frequency of Online Searches for Symptoms Before Diagnosis: Analysis of Archival Data
por: Hochberg, Irit, et al.
Publicado: (2020)

Seeking Insights About Cycling Mood Disorders via Anonymized Search Logs
por: Yom-Tov, Elad, et al.
Publicado: (2014)

A machine learning algorithm successfully screens for Parkinson's in web users
por: Youngmann, Brit, et al.
Publicado: (2019)

Active syndromic surveillance of COVID-19 in Israel
por: Yom-Tov, Elad
Publicado: (2021)

How Search Engine Data Enhance the Understanding of Determinants of Suicide in India and Inform Prevention: Observational Study
por: Adler, Natalia, et al.
Publicado: (2019)

Detecting Impending Stroke From Cognitive Traits Evident in Internet Searches: Analysis of Archival Data
por: Shaklai, Sigal, et al.
Publicado: (2021)

The First Predictor of Impending Stroke: An Internet Search-Based Algorithm Blind to Established Cardiometabolic Risk, Outperforms Classical Risk Factor-Based Calculators
por: Shaklai, Sigal, et al.
Publicado: (2021)

Seeking Web-Based Information About Attention Deficit Hyperactivity Disorder: Where, What, and When
por: Rosenblum, Sara, et al.
Publicado: (2017)

Negative Self-Disclosure on the Web: The Role of Guilt Relief
por: Levontin, Liat, et al.
Publicado: (2017)

Adverse events associated with colonoscopy; an examination of online concerns
por: Yom-Tov, Elad, et al.
Publicado: (2019)

Analyzing Trends of Loneliness Through Large-Scale Analysis of Social Media Postings: Observational Study
por: Mazuz, Keren, et al.
Publicado: (2020)

Analysis of a Vaping-Associated Lung Injury Outbreak through Participatory Surveillance and Archival Internet Data
por: Hswen, Yulin, et al.
Publicado: (2021)

Implementation of data protection laws in the European Union and in California is associated with a move of clinical trials to countries with fewer data protections
por: Yom-Tov, Elad, et al.
Publicado: (2022)

Ethics of Medical Archival Internet Research Data
por: Rashi, Tsuriel, et al.
Publicado: (2023)

A Large-Scale Observational Analysis of Social Media Data Reveals Major Public Misperception of the Attainability of Drastic Weight Loss by Dieting
por: Tov, Elad Yom, et al.
Publicado: (2022)

Online Concerns of Parents Suspecting Autism Spectrum Disorder in Their Child: Content Analysis of Signs and Automated Prediction of Risk
por: Ben-Sasson, Ayelet, et al.
Publicado: (2016)

Vaccine advertising: preach to the converted or to the unaware?
por: Krupenkin, Masha, et al.
Publicado: (2021)

FRI404 CNS Manifestations Are Linked With Hot Flashes: Analysis Of Real World Data From A Social Network
por: Shaklai, Sigal, et al.
Publicado: (2023)

Association of COVID19-induced anosmia and ageusia with depression and suicidal ideation
por: Yom-Tov, Elad, et al.
Publicado: (2021)

The Effect of Nonpharmaceutical Interventions Implemented in Response to the COVID-19 Pandemic on Seasonal Respiratory Syncytial Virus: Analysis of Google Trends Data
por: Ravkin, Hersh D, et al.
Publicado: (2022)

What Drives Health Professionals to Tweet About #HPVvaccine? Identifying Strategies for Effective Communication
por: Massey, Philip M., et al.
Publicado: (2018)

Web-Based Antismoking Advertising to Promote Smoking Cessation: A Randomized Controlled Trial
por: Yom-Tov, Elad, et al.
Publicado: (2016)

Risk Assessment for Parents Who Suspect Their Child Has Autism Spectrum Disorder: Machine Learning Approach
por: Ben-Sasson, Ayelet, et al.
Publicado: (2018)

Author Correction: The effectiveness of public health advertisements to promote health: a randomized-controlled trial on 794,000 participants
por: Yom-Tov, Elad, et al.
Publicado: (2018)

The effectiveness of public health advertisements to promote health: a randomized-controlled trial on 794,000 participants
por: Yom-Tov, Elad, et al.
Publicado: (2018)

Early detection of COVID-19 in China and the USA: summary of the implementation of a digital decision-support and disease surveillance tool
por: Hswen, Yulin, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_jkceptqn8g00l4pm9448gbj4s8