Cargando…

Development and external validation of a COVID-19 mortality risk prediction algorithm: a multicentre retrospective cohort study

OBJECTIVE: This study aimed to develop and externally validate a COVID-19 mortality risk prediction algorithm. DESIGN: Retrospective cohort study. SETTING: Five designated tertiary hospitals for COVID-19 in Hubei province, China. PARTICIPANTS: We routinely collected medical data of 1364 confirmed ad...

Descripción completa

Detalles Bibliográficos
Autores principales:	Mei, Jin, Hu, Weihua, Chen, Qijian, Li, Chang, Chen, Zaishu, Fan, Yanjie, Tian, Shuwei, Zhang, Zhuheng, Li, Bin, Ye, Qifa, Yue, Jiang, Wang, Qiao-Li
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BMJ Publishing Group 2020
Materias:	Epidemiology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7768618/ https://www.ncbi.nlm.nih.gov/pubmed/33361083 http://dx.doi.org/10.1136/bmjopen-2020-044028

Ejemplares similares

Laboratory markers associated with COVID‐19 progression in patients with or without comorbidity: A retrospective study
por: Chen, Zaishu, et al.
Publicado: (2020)

Validity of algorithms for identifying mild traumatic brain injury in the French national emergency department database OSCOUR: a retrospective multicentre validation study protocol
por: Paget, Louis-Marie, et al.
Publicado: (2022)

External validation of the QCovid risk prediction algorithm for risk of COVID-19 hospitalisation and mortality in adults: national validation cohort study in Scotland
por: Simpson, Colin R, et al.
Publicado: (2022)

Validation of an obstetric comorbidity index in an external population
por: Metcalfe, A, et al.
Publicado: (2015)

Elevated Lactate Dehydrogenase (LDH) level as an independent risk factor for the severity and mortality of COVID-19
por: Li, Chang, et al.
Publicado: (2020)

Validation of an algorithm to evaluate the appropriateness of outpatient antibiotic prescribing using big data of Chinese diagnosis text
por: Zhao, Houyu, et al.
Publicado: (2020)

Predicting mortality in patients treated differently: updating and external validation of a prediction model for nursing home residents with dementia and lower respiratory infections
por: Rauh, Simone P, et al.
Publicado: (2016)

Risk factors for irinotecan-induced liver injury: a retrospective multicentre cross-sectional study in China
por: Han, Jun, et al.
Publicado: (2023)

Different cervical cancer screening approaches in a Chinese multicentre study
por: Li, N, et al.
Publicado: (2009)

External validation of risk prediction models for incident colorectal cancer using UK Biobank
por: Usher-Smith, J A, et al.
Publicado: (2018)

Multicentre, observational, retrospective cohort of hyperkalaemia burden at haemodialysis facility-level in China: the Visualize-HD study protocol
por: Zhao, Xinju, et al.
Publicado: (2023)

Chronic Cardio‐Metabolic Disease Increases the Risk of Worse Outcomes Among Hospitalized Patients With COVID‐19: A Multicenter, Retrospective, and Real‐World Study
por: Chen, Qijian, et al.
Publicado: (2021)

Disorders of sodium balance and its clinical implications in COVID-19 patients: a multicenter retrospective study
por: Hu, Weihua, et al.
Publicado: (2020)

Implications for surveillance for breast cancer patients based on the internally and externally validated BRENDA-metastatic recurrence score
por: Ebner, Florian, et al.
Publicado: (2023)

Common protocol for validation of the QCOVID algorithm across the four UK nations
por: Kerr, Steven, et al.
Publicado: (2022)

Performance of a postnatal metabolic gestational age algorithm: a retrospective validation study among ethnic subgroups in Canada
por: Hawken, Steven, et al.
Publicado: (2017)

Development and validation of an algorithm to estimate the risk of severe complications of COVID-19: a retrospective cohort study in primary care in the Netherlands
por: Herings, Ron M C, et al.
Publicado: (2021)

Impact of the Tohoku earthquake and tsunami on pneumonia hospitalisations and mortality among adults in northern Miyagi, Japan: a multicentre observational study
por: Daito, Hisayoshi, et al.
Publicado: (2013)

The performance of seven QPrediction risk scores in an independent external sample of patients from general practice: a validation study
por: Hippisley-Cox, Julia, et al.
Publicado: (2014)

Validation of an algorithm to identify heart failure hospitalisations in patients with diabetes within the veterans health administration
por: Presley, Caroline A, et al.
Publicado: (2018)

External validation and clinical usefulness of first‐trimester prediction models for small‐ and large‐for‐gestational‐age infants: a prospective cohort study
por: Meertens, LJE, et al.
Publicado: (2019)

Serum 25-hydroxyvitamin D level, chronic diseases and all-cause mortality in a population-based prospective cohort: the HUNT Study, Norway
por: Sun, Yi-Qian, et al.
Publicado: (2017)

Protocol for validating an algorithm to identify neurocognitive disorders in Canadian Longitudinal Study on Aging participants: an observational study
por: Mayhew, Alexandra J, et al.
Publicado: (2023)

Derivation and external validation of a risk score for clinically important declines in health and function among two longitudinal cohorts of women in the mid-life
por: Solomon, Daniel H, et al.
Publicado: (2023)

Associations of regular glucosamine use with all-cause and cause-specific mortality: a large prospective cohort study
por: Li, Zhi-Hao, et al.
Publicado: (2020)

Physical activity-related injuries among university students: a multicentre cross-sectional study in China
por: Gao, Yang, et al.
Publicado: (2018)

Age differences in clinical features and outcomes in patients with COVID-19, Jiangsu, China: a retrospective, multicentre cohort study
por: Luo, Huanyuan, et al.
Publicado: (2020)

Nomogram incorporating log odds of positive lymph nodes improves prognostic prediction for ovarian serous carcinoma: a real-world retrospective cohort study
por: Zhang, Shuming, et al.
Publicado: (2023)

Development and validation of risk prediction algorithms to estimate future risk of common cancers in men and women: prospective cohort study
por: Hippisley-Cox, Julia, et al.
Publicado: (2015)

Polymorphisms of genes related to vitamin D metabolism and transportation and its relationship with the risk of osteoporosis: protocol for a multicentre prospective cohort study in China
por: Wang, Jing, et al.
Publicado: (2019)

Trends of injury mortality during the COVID-19 period in Guangdong, China: a population-based retrospective analysis
por: Zheng, Xue-Yan, et al.
Publicado: (2021)

Prevalence of isolated diastolic hypertension and the risk of cardiovascular mortality among adults aged 40 years and older in northeast China: a prospective cohort study
por: Yue, Ling, et al.
Publicado: (2022)

Age-dependent and sex-dependent differences in mortality from influenza-associated cardiovascular diseases among older adults in Shanghai, China: a population-based study
por: Jin, Shan, et al.
Publicado: (2022)

Association of metabolic syndrome with risk of cardiovascular disease mortality and all-cause mortality among Malaysian adults: a retrospective cohort study
por: Chee Cheong, Kee, et al.
Publicado: (2021)

External Validation of SpineNet, an Open-Source Deep Learning Model for Grading Lumbar Disk Degeneration MRI Features, Using the Northern Finland Birth Cohort 1966
por: McSweeney, Terence P., et al.
Publicado: (2023)

Development and validation of a dynamic 48-hour in-hospital mortality risk stratification for COVID-19 in a UK teaching hospital: a retrospective cohort study
por: Wiegand, Martin, et al.
Publicado: (2022)

Validation study of health administrative data algorithms to identify individuals experiencing homelessness and estimate population prevalence of homelessness in Ontario, Canada
por: Richard, Lucie, et al.
Publicado: (2019)

Estimation and projection of the national profile of cancer mortality in China: 1991–2005
por: Yang, L, et al.
Publicado: (2004)

Examining the association between serum lactic dehydrogenase and all-cause mortality in patients with metabolic syndrome: a retrospective observational study
por: Wu, Li-Wei, et al.
Publicado: (2016)

Prevalence and related factors of hyperuricaemia in Shanghai adult women of different ages: a multicentre and cross-sectional study
por: Tao, Min, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_3qnrb7caogob3bhgnk53cue67a