Cargando…

Prediction of Suicidal Behaviors in the Middle-aged Population: Machine Learning Analyses of UK Biobank

BACKGROUND: Suicidal behaviors, including suicide deaths and attempts, are major public health concerns. However, previous suicide models required a huge amount of input features, resulting in limited applicability in clinical practice. OBJECTIVE: We aimed to construct applicable models (ie, with li...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Junren, Qiu, Jiajun, Zhu, Ting, Zeng, Yu, Yang, Huazhen, Shang, Yanan, Yin, Jin, Sun, Yajing, Qu, Yuanyuan, Valdimarsdóttir, Unnur A, Song, Huan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2023
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9989910/ https://www.ncbi.nlm.nih.gov/pubmed/36805366 http://dx.doi.org/10.2196/43419

Ejemplares similares

Cardiovascular-related deaths at the beginning of the COVID-19 outbreak: a prospective analysis based on the UK Biobank
por: Wang, Junren, et al.
Publicado: (2021)

The role of genetic predisposition in cardiovascular risk after cancer diagnosis: a matched cohort study of the UK Biobank
por: Yang, Huazhen, et al.
Publicado: (2022)

COVID-19 and risk of subsequent life-threatening secondary infections: a matched cohort study in UK Biobank
por: Hou, Can, et al.
Publicado: (2021)

Pre-pandemic psychiatric disorders and risk of COVID-19: a UK Biobank cohort analysis
por: Yang, Huazhen, et al.
Publicado: (2020)

Trends in incident diagnoses and drug prescriptions for anxiety and depression during the COVID-19 pandemic: an 18-month follow-up study based on the UK Biobank
por: Wang, Yue, et al.
Publicado: (2023)

The Association of Physical Activity Behaviors and Patterns With Aging Acceleration: Evidence From the UK Biobank
por: Zhu, Jianwei, et al.
Publicado: (2023)

COVID-19 related outcomes among individuals with neurodegenerative diseases: a cohort analysis in the UK biobank
por: Hu, Yihan, et al.
Publicado: (2022)

The influence of childhood asthma on adult height: evidence from the UK Biobank
por: Chen, Wenwen, et al.
Publicado: (2022)

Disease trajectories and mortality among individuals diagnosed with depression: a community-based cohort study in UK Biobank
por: Han, Xin, et al.
Publicado: (2021)

Increased Risk of Suicide among Cancer Survivors Who Developed a Second Malignant Neoplasm
por: Yang, Huazhen, et al.
Publicado: (2022)

Medical conditions associated with coffee consumption: Disease-trajectory and comorbidity network analyses of a prospective cohort study in UK Biobank
por: Hou, Can, et al.
Publicado: (2022)

Association of sleep behaviour and pattern with the risk of glaucoma: a prospective cohort study in the UK Biobank
por: Sun, Cun, et al.
Publicado: (2022)

Circulating gamma‐glutamyl transpeptidase and risk of pancreatic cancer: A prospective cohort study in the UK Biobank
por: Liao, Weiting, et al.
Publicado: (2022)

The Association of Hyperuricemia and Gout With the Risk of Cardiovascular Diseases: A Cohort and Mendelian Randomization Study in UK Biobank
por: Zhu, Jianwei, et al.
Publicado: (2022)

Physical and Mental Activity, Disease Susceptibility, and Risk of Dementia: A Prospective Cohort Study Based on UK Biobank
por: Zhu, Jianwei, et al.
Publicado: (2022)

Sex-specific association between coffee consumption and incident chronic kidney disease: a population-based analysis of 359,906 participants from the UK Biobank
por: Tang, Lei, et al.
Publicado: (2022)

Genetic predispositions to psychiatric disorders and the risk of COVID-19
por: Chen, Wenwen, et al.
Publicado: (2022)

Does antipsychotic use mediate the effect of psychiatric disorders on COVID-19? – Authors' reply
por: Yang, Huazhen, et al.
Publicado: (2021)

Genome-wide analyses using UK Biobank data provide insights into the genetic architecture of osteoarthritis
por: Zengini, Eleni, et al.
Publicado: (2018)

Analysing electrocardiographic traits and predicting cardiac risk in UK biobank
por: Ramírez, Julia, et al.
Publicado: (2021)

Rare-variant collapsing analyses of arterial hypertension in the UK biobank
por: Zöller, Bengt, et al.
Publicado: (2023)

Genome-wide meta-analyses of stratified depression in Generation Scotland and UK Biobank
por: Hall, Lynsey S., et al.
Publicado: (2018)

Neurological diseases and COVID-19: prospective analyses using the UK Biobank
por: Veronese, Nicola, et al.
Publicado: (2021)

Participation bias in the UK Biobank distorts genetic associations and downstream analyses
por: Schoeler, Tabea, et al.
Publicado: (2023)

Neuroticism and suicide in a general population cohort: results from the UK Biobank Project
por: Peters, Evyn M., et al.
Publicado: (2018)

The sequences of 150,119 genomes in the UK Biobank
por: Halldorsson, Bjarni V., et al.
Publicado: (2022)

Migraine and gastrointestinal disorders in middle and old age: A UK Biobank study
por: Welander, Nike Zoe, et al.
Publicado: (2021)

C-Reactive protein and cognition: Mediation analyses with brain morphology in the UK Biobank
por: Mendelson, Daniel, et al.
Publicado: (2023)

Number of visits to the emergency department and risk of suicide: a population- based case–control study
por: Kvaran, Runar Bragi, et al.
Publicado: (2015)

Identification of novel genome-wide associations for suicidality in UK Biobank, genetic correlation with psychiatric disorders and polygenic association with completed suicide
por: Strawbridge, Rona J., et al.
Publicado: (2019)

Machine learning for prediction of schizophrenia using genetic and demographic factors in the UK biobank
por: Bracher-Smith, Matthew, et al.
Publicado: (2022)

Membranous nephropathy in the UK Biobank
por: Hamilton, Patrick, et al.
Publicado: (2023)

Identification of new therapeutic targets for osteoarthritis through genome-wide analyses of UK Biobank
por: Tachmazidou, Ioanna, et al.
Publicado: (2019)

Comparison of intergenerational instrumental variable analyses of body mass index and mortality in UK Biobank
por: Barry, Ciarrah-Jane, et al.
Publicado: (2022)

Public awareness, emotional reactions and human mobility in response to the COVID-19 outbreak in China – a population-based ecological study
por: Li, Yuchen, et al.
Publicado: (2022)

Diet, Physical Activity, and Disinhibition in Middle-Aged and Older Adults: A UK Biobank Study
por: Schweren, Lizanne J. S., et al.
Publicado: (2021)

Mortality among twin individuals exposed to loss of a co-twin
por: Song, Huan, et al.
Publicado: (2022)

Cross-sectional and longitudinal analyses of outdoor air pollution exposure and cognitive function in UK Biobank
por: Cullen, Breda, et al.
Publicado: (2018)

Urinary Albumin, Sodium, and Potassium and Cardiovascular Outcomes in the UK Biobank: Observational and Mendelian Randomization Analyses
por: Zanetti, Daniela, et al.
Publicado: (2020)

The association between different traumatic life events and suicidality
por: Ásgeirsdóttir, Hildur G., et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_21npeks09brivub4r6jovqd1la