Cargando…

Development and validation of multivariable machine learning algorithms to predict risk of cancer in symptomatic patients referred urgently from primary care: a diagnostic accuracy study

OBJECTIVES: To develop and validate tests to assess the risk of any cancer for patients referred to the NHS Urgent Suspected Cancer (2-week wait, 2WW) clinical pathways. SETTING: Primary and secondary care, one participating regional centre. PARTICIPANTS: Retrospective analysis of data from 371 799...

Descripción completa

Detalles Bibliográficos
Autores principales:	Savage, Richard, Messenger, Mike, Neal, Richard D, Ferguson, Rosie, Johnston, Colin, Lloyd, Katherine L, Neal, Matthew D, Sansom, Nigel, Selby, Peter, Sharma, Nisha, Shinkins, Bethany, Skinner, Jim R, Tully, Giles, Duffy, Sean, Hall, Geoff
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BMJ Publishing Group 2022
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8977764/ https://www.ncbi.nlm.nih.gov/pubmed/35365520 http://dx.doi.org/10.1136/bmjopen-2021-053590

Ejemplares similares

Trends and variation in urgent referrals for suspected cancer 2009/2010–2019/2020
por: Smith, Lesley, et al.
Publicado: (2021)

An exploratory assessment of the impact of a novel risk assessment test on breast cancer clinic waiting times and workflow: a discrete event simulation model
por: Smith, Alison F., et al.
Publicado: (2022)

Diagnosing myeloma in general practice: how might earlier diagnosis be achieved?
por: Smith, Lesley, et al.
Publicado: (2022)

Development and Internal Validation of a Risk Prediction Model to Identify Myeloma Based on Routine Blood Tests: A Case-Control Study
por: Smith, Lesley, et al.
Publicado: (2023)

The Character Strengths Response: An Urgent Call to Action
por: Mayerson, Neal H.
Publicado: (2020)

Impact of the COVID-19 pandemic on the symptomatic diagnosis of cancer: the view from primary care
por: Jones, Daniel, et al.
Publicado: (2020)

Target Product Profiles for medical tests: a systematic review of current methods
por: Cocco, Paola, et al.
Publicado: (2020)

Acceptability and experience of a personalised proteomic risk intervention for type 2 diabetes in primary care: qualitative interview study with patients and healthcare providers
por: Honey, Stephanie, et al.
Publicado: (2022)

Associations between general practice characteristics and chest X-ray rate: an observational study
por: Bradley, Stephen H, et al.
Publicado: (2021)

Determining Which Hospitalized Coronavirus Disease 2019 Patients Require Urgent Echocardiography
por: Yuan, Neal, et al.
Publicado: (2021)

Estimating lung cancer risk from chest X-ray and symptoms: a prospective cohort study
por: Bradley, Stephen H, et al.
Publicado: (2020)

Chest X-ray sensitivity and lung cancer outcomes: a retrospective observational study
por: Bradley, Stephen H, et al.
Publicado: (2021)

Unmet clinical needs for COVID-19 tests in UK health and social care settings
por: Graziadio, Sara, et al.
Publicado: (2020)

Results of Nonoperative Treatment for Symptomatic Tarsal Coalitions
por: Shirley, Eric, et al.
Publicado: (2018)

Pelvic angioembolization: how urgently needed?
por: Devaney, Giles Lawrence, et al.
Publicado: (2020)

Univariate and multivariate analyses of preoperative factors influencing symptomatic outcomes of transoral fundoplication
por: Bell, Reginald C. W., et al.
Publicado: (2014)

Comparison of the urgent referral for suspected breast cancer process with patient age and a predictive multivariable model
por: Ramzi, S, et al.
Publicado: (2020)

For which cancers might patients benefit most from expedited symptomatic diagnosis? Construction of a ranking order by a modified Delphi technique
por: Hamilton, Willie, et al.
Publicado: (2015)

Multivariate mapping of ontogeny, taphonomy and phylogeny to reconstruct problematic fossil taxa
por: Reeves, Jane C., et al.
Publicado: (2023)

Gender inequalities in the promptness of diagnosis of bladder and renal cancer after symptomatic presentation: evidence from secondary analysis of an English primary care audit survey
por: Lyratzopoulos, Georgios, et al.
Publicado: (2013)

Contribution of paramedics in primary and urgent care: a systematic review
por: Eaton, Georgette, et al.
Publicado: (2020)

Quantifying the impact of Covid-19 on lung cancer: an urgent need for restoration
por: O’Dowd, Emma, et al.
Publicado: (2021)

Hydroxychloroquine for Coronavirus: The Urgent Need for a Moratorium on Prescriptions
por: Shih, Richard D., et al.
Publicado: (2020)

Growth Modeling in a Diagnostic Classification Model (DCM) Framework–A Multivariate Longitudinal Diagnostic Classification Model
por: Pan, Qianqian, et al.
Publicado: (2020)

Multivariate ordered logistic regression analysis of the postoperative effect of symptomatic discoid lateral meniscus
por: Yang, Shun-Jie, et al.
Publicado: (2021)

Faecal immunochemical testing and blood tests for prioritization of urgent colorectal cancer referrals in symptomatic patients: a 2-year evaluation
por: Bailey, J A, et al.
Publicado: (2021)

Climate risk assessment needs urgent improvement
por: Arribas, Alberto, et al.
Publicado: (2022)

What is the balance of benefits and harms for lung cancer screening with low-dose computed tomography?
por: Bradley, Stephen H, et al.
Publicado: (2021)

Are urgent care centers a viable venue for recruitment in clinical trials?
por: Goel, Hersh V., et al.
Publicado: (2015)

Truly Urgent “Urgent-Start” Peritoneal Dialysis
por: Chiu, Michael, et al.
Publicado: (2020)

COVID-19 rapid diagnostics: practice review
por: Reynard, Charles, et al.
Publicado: (2022)

Planning and scheduling of semi-urgent surgeries
por: Zonderland, Maartje E., et al.
Publicado: (2010)

Applied multivariate statistical analysis /
por: Johnson, Richard A. (Richard Arnold), 1937-
Publicado: (2002)

Applied multivariate statistical analysis /
por: Johnson, Richard A. (Richard Arnold), 1937-
Publicado: (1998)

Applied multivariate statistical analysis /
por: Johnson, Richard A. (Richard Arnold), 1937-
Publicado: (2007)

Evidence synthesis to inform model-based cost-effectiveness evaluations of diagnostic tests: a methodological review of health technology assessments
por: Shinkins, Bethany, et al.
Publicado: (2017)

Urgent computed tomography angiography in paediatric stroke
por: Briest, Romain C., et al.
Publicado: (2022)

Effectiveness of Covid-19 vaccines against symptomatic and asymptomatic SARS-CoV-2 infections in an urgent care setting
por: Rane, Madhura S., et al.
Publicado: (2023)

Short-term Outcomes of Urgent Transcatheter Aortic Valve Replacement in Symptomatic Aortic Stenosis That Requires Emergency Hospital Admission
por: Horinouchi, Hitomi, et al.
Publicado: (2023)

Paediatric urgent dental care
por: Mamdani, S., et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_c6f8k6k526nm39capn61gkg7s3