Cargando…

Analysis of mental and physical disorders associated with COVID-19 in online health forums: a natural language processing study

OBJECTIVES: Online health forums provide rich and untapped real-time data on population health. Through novel data extraction and natural language processing (NLP) techniques, we characterise the evolution of mental and physical health concerns relating to the COVID-19 pandemic among online health f...

Descripción completa

Detalles Bibliográficos
Autores principales:	Patel, Rashmi, Smeraldi, Fabrizio, Abdollahyan, Maryam, Irving, Jessica, Bessant, Conrad
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BMJ Publishing Group 2021
Materias:	Health Informatics
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8573296/ https://www.ncbi.nlm.nih.gov/pubmed/34740937 http://dx.doi.org/10.1136/bmjopen-2021-056601

Ejemplares similares

Investigating online activity in UK adolescent mental health patients: a feasibility study using a natural language processing approach for electronic health records
por: Sedgwick, Rosemary, et al.
Publicado: (2023)

Can natural language processing models extract and classify instances of interpersonal violence in mental healthcare electronic records: an applied evaluative study
por: Botelle, Riley, et al.
Publicado: (2022)

2182: Developing a corpus for natural language processing to identify bleeding complications among intensive care unit patients
por: Shah, Rashmee, et al.
Publicado: (2018)

Text mining occupations from the mental health electronic health record: a natural language processing approach using records from the Clinical Record Interactive Search (CRIS) platform in south London, UK
por: Chilman, Natasha, et al.
Publicado: (2021)

Virtual online consultations: advantages and limitations (VOCAL) study
por: Greenhalgh, Trisha, et al.
Publicado: (2016)

Study protocol for a case series: implementation and evaluation of an integrated mental and physical healthcare programme to screen for mental health symptoms in people with epilepsy
por: Winsor, Alice Afua, et al.
Publicado: (2023)

COVID-19 vaccine misinformation in English-language news media: retrospective cohort study
por: Lurie, Peter, et al.
Publicado: (2022)

Do adverts increase the probability of finding online cognitive behavioural therapy for depression? Cross-sectional study
por: Jones, Ray B, et al.
Publicado: (2012)

Online health information in a rural residential population in Zhejiang Province, China: a cross-sectional study
por: Qiu, Yan, et al.
Publicado: (2019)

3515 Readability of online patient education materials on gynecologic malignancies from major medical associations
por: Samuel, David, et al.
Publicado: (2019)

Socioeconomic deprivation, age and language are barriers to accessing personal health records: a cross-sectional study of a large hospital-based personal health record system
por: Chapman, Rachel, et al.
Publicado: (2022)

Online queries as a criterion for evaluating epidemiological status and effectiveness of COVID-19 control measures in Russia: results from Yandex.Wordstat analysis
por: Momynaliev, Kuvat, et al.
Publicado: (2022)

Tablet computers for implementing NICE antenatal mental health guidelines: protocol of a feasibility study
por: Marcano-Belisario, José S, et al.
Publicado: (2016)

Digital health interventions for the management of mental health in people with chronic diseases: a rapid review
por: Sasseville, Maxime, et al.
Publicado: (2021)

Quoted text in the mental healthcare electronic record: an analysis of the distribution and content of single-word quotations
por: Jayasinghe, Lasantha, et al.
Publicado: (2021)

Why ‘one size fits all’ is not enough when designing COVID-19 immunity certificates for domestic use: a UK-wide cross-sectional online survey
por: Niculaescu, Corina Elena, et al.
Publicado: (2022)

Can online self-reports assist in real-time identification of influenza vaccination uptake? A cross-sectional study of influenza vaccine-related tweets in the USA, 2013–2017
por: Huang, Xiaolei, et al.
Publicado: (2019)

Engaging patients and family members in the evaluation of a mental health patient portal: protocol for a mixed-methods study
por: Strudwick, Gillian, et al.
Publicado: (2018)

Developing a new model for patient recruitment in mental health services: a cohort study using Electronic Health Records
por: Callard, Felicity, et al.
Publicado: (2014)

Systematic review protocol assessing the processes for linking clinical trial registries and their published results
por: Bashir, Rabia, et al.
Publicado: (2016)

Investigating the effectiveness of an online acceptance and commitment therapy (ACT) intervention versus a waiting list control condition on pain interference and quality of life in adults with chronic pain and multimorbidity: protocol for a randomised controlled trial
por: Slattery, Brian W, et al.
Publicado: (2019)

Benefits and limitations of business process model notation in modelling patient healthcare trajectory: a scoping review protocol
por: Kassim, Said Abasse, et al.
Publicado: (2022)

Effect of weekend admission on process of care and clinical outcomes for the management of acute coronary syndromes: a retrospective analysis of three UK centres
por: Martin, Glen P, et al.
Publicado: (2017)

Can process mining automatically describe care pathways of patients with long-term conditions in UK primary care? A study protocol
por: Litchfield, Ian, et al.
Publicado: (2018)

Impact of matching error on linked mortality outcome in a data linkage of secondary mental health data with Hospital Episode Statistics (HES) and mortality records in South East London: a cross-sectional study
por: Jewell, Amelia, et al.
Publicado: (2020)

Physicians’ response to computerised alerts for psychotropic drugs in older persons: a multilevel analysis of the associated alert, patient and physician characteristics
por: Tamblyn, Robyn, et al.
Publicado: (2012)

2101: Addressing African American glaucoma through genetics and electronic health records
por: Cooke Bailey, Jessica, et al.
Publicado: (2018)

Factors related to the adoption and adherence of physical activity mobile applications by older people: a scoping review protocol
por: Lorenzi, Lorena Jorge, et al.
Publicado: (2021)

3354 Biomedical Informatics/Health Informatics A Preliminary Study of Glaucoma: The Intersection of Genetics and Survey Data from the Health and Retirement Study
por: Bailey, Jessica Cooke, et al.
Publicado: (2019)

Associations between physical exercise patterns and pain symptoms in individuals with endometriosis: a cross-sectional mHealth-based investigation
por: Ensari, Ipek, et al.
Publicado: (2022)

2456: Genetic determinants of recovery after mild traumatic brain injury: Can study samples be identified from electronic medical records linked to DNA biobanks?
por: Dennis, Jessica, et al.
Publicado: (2018)

Proposed minimum information guideline for kidney disease—research and clinical data reporting: a cross-sectional study
por: Kumuthini, Judit, et al.
Publicado: (2019)

Improving Peer Online Forums (iPOF): protocol for a realist evaluation of peer online mental health forums to inform practice and policy
por: Lobban, Fiona, et al.
Publicado: (2023)

User-centred clinical decision support to implement emergency department-initiated buprenorphine for opioid use disorder: protocol for the pragmatic group randomised EMBED trial
por: Melnick, Edward R, et al.
Publicado: (2019)

Estimating causal effects of physical disability and number of comorbid chronic diseases on risk of depressive symptoms in an elderly Chinese population: a machine learning analysis of cross-sectional baseline data from the China longitudinal ageing social survey
por: Wang, Zhenjie, et al.
Publicado: (2023)

Hospitalised COVID-19 patients of the Mount Sinai Health System: a retrospective observational study using the electronic medical records
por: Wang, Zichen, et al.
Publicado: (2020)

Gender differences in clinical presentation and illicit substance use during first episode psychosis: a natural language processing, electronic case register study
por: Irving, Jessica, et al.
Publicado: (2021)

Java Series: Java Essentials II Advanced Language Constructs
por: Raul RAMOS POLLAN (CERN-IT)
Publicado: (2000)

Associations of remote mental healthcare with clinical outcomes: a natural language processing enriched electronic health record data study protocol
por: Ahmed, Muhammad Shamim, et al.
Publicado: (2023)

How to Verify Plagiarism of the Paper Written in Macedonian and Translated in Foreign Language?
por: Spiroski, Mirko
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_2shve158velfs569du4rd22s3l