Cargando…

Prediction of Incident Cancers in the Lifelines Population-Based Cohort

SIMPLE SUMMARY: The accurate prediction of incident cancers could be relevant to understanding and reducing cancer incidence. The aim of this study was to develop machine learning (ML) models that could predict an incident diagnosis of cancer. Data were available for 116,188 cancer-free participants...

Descripción completa

Detalles Bibliográficos
Autores principales:	Cortés-Ibañez, Francisco O., Nagaraj, Sunil Belur, Cornelissen, Ludo, Navis, Gerjan J., van der Vegt, Bert, Sidorenkov, Grigory, de Bock, Geertruida H.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8125183/ https://www.ncbi.nlm.nih.gov/pubmed/33925159 http://dx.doi.org/10.3390/cancers13092133

Ejemplares similares

A Classification Approach for Cancer Survivors from Those Cancer-Free, Based on Health Behaviors: Analysis of the Lifelines Cohort
por: Cortés-Ibañez, Francisco O., et al.
Publicado: (2021)

Factors associated with SARS-COV-2 positive test in Lifelines
por: Sidorenkov, Grigory, et al.
Publicado: (2023)

Diet quality indices and gastrointestinal cancer risk: results from the Lifelines study
por: Moazzen, Sara, et al.
Publicado: (2021)

Impact of health-related behavioral factors on participation in a cervical cancer screening program: the lifelines population-based cohort
por: Castañeda, Kelly M., et al.
Publicado: (2023)

Airflow Limitation Increases Lung Cancer Risk in Smokers: The Lifelines Cohort Study
por: Du, Yihui, et al.
Publicado: (2022)

Lifestyle patterns and incident type 2 diabetes in the Dutch lifelines cohort study
por: Duan, Ming-Jie, et al.
Publicado: (2022)

Socio-economic disparities in the association of diet quality and type 2 diabetes incidence in the Dutch Lifelines cohort
por: Vinke, Petra C., et al.
Publicado: (2020)

Comparison of health behaviours between cancer survivors and the general population: a cross-sectional analysis of the Lifelines cohort
por: Cortés-Ibáñez, Francisco O., et al.
Publicado: (2020)

Cohort Profile Update: Lifelines, a three-generation cohort study and biobank
por: Sijtsma, Anna, et al.
Publicado: (2021)

Using Structural Equation Modeling to Untangle Pathways of Risk Factors Associated with Incident Type 2 Diabetes: the Lifelines Cohort Study
por: Duan, Ming-Jie, et al.
Publicado: (2022)

A spatial analysis of dietary patterns in a large representative population in the north of The Netherlands – the Lifelines cohort study
por: Dekker, Louise H., et al.
Publicado: (2017)

Intraregional differences in renal function in the Northern Netherlands: The Lifelines Cohort Study
por: Cai, Qingqing, et al.
Publicado: (2019)

Dietary Patterns Based on Estimated Glomerular Filtration Rate and Kidney Function Decline in the General Population: The Lifelines Cohort Study
por: Cai, Qingqing, et al.
Publicado: (2020)

Physical activity and 4-year changes in body weight in 52,498 non-obese people: the Lifelines cohort
por: Byambasukh, Oyuntugs, et al.
Publicado: (2021)

Dietary Protein Sources and Muscle Mass over the Life Course: The Lifelines Cohort Study
por: Alexandrov, Nikita V., et al.
Publicado: (2018)

Ultra-processed food and incident type 2 diabetes: studying the underlying consumption patterns to unravel the health effects of this heterogeneous food category in the prospective Lifelines cohort
por: Duan, Ming-Jie, et al.
Publicado: (2022)

Plasma phosphate and all-cause mortality in individuals with and without type 2 diabetes: the Dutch population-based lifelines cohort study
por: van der Vaart, Amarens, et al.
Publicado: (2022)

Low Sodium Intake, Low Protein Intake, and Excess Mortality in an Older Dutch General Population Cohort: Findings in the Prospective Lifelines-MINUTHE Study
por: Hessels, Niek R., et al.
Publicado: (2023)

Early imaging biomarkers of lung cancer, COPD and coronary artery disease in the general population: rationale and design of the ImaLife (Imaging in Lifelines) Study
por: Xia, Congying, et al.
Publicado: (2019)

AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation
por: Nagaraj, Yeshaswini, et al.
Publicado: (2022)

Informing policy makers on the efficiency of population level tobacco control interventions in Asia: A systematic review of model-based economic evaluations
por: Tuvdendorj, Ariuntuya, et al.
Publicado: (2020)

Cohort Profile: The Dutch Perined-Lifelines birth cohort
por: Salavati, Nastaran, et al.
Publicado: (2019)

Frailty and risk of hospitalization from COVID-19 infection among older adults: evidence from the Dutch Lifelines COVID-19 Cohort study
por: Zhu, Yinjie, et al.
Publicado: (2022)

Eosinophil Count Is a Common Factor for Complex Metabolic and Pulmonary Traits and Diseases: The LifeLines Cohort Study
por: Amini, Marzyeh, et al.
Publicado: (2016)

Representativeness of the LifeLines Cohort Study
por: Klijs, Bart, et al.
Publicado: (2015)

Lifelines NEXT: a prospective birth cohort adding the next generation to the three-generation Lifelines cohort study
por: Warmink-Perdijk, Willemijn D. B., et al.
Publicado: (2020)

Thyroid function and metabolic syndrome in the population-based LifeLines cohort study
por: Wolffenbuttel, Bruce H. R., et al.
Publicado: (2017)

Epidemiology of thyroid disorders in the Lifelines Cohort Study (the Netherlands)
por: Wouters, Hanneke J. C. M., et al.
Publicado: (2020)

The Effect of Risk-Reducing Salpingo-Oophorectomy on Breast Cancer Incidence and Histopathological Features in Women with a BRCA1 or BRCA2 Germline Pathogenic Variant
por: Stuursma, Annechien, et al.
Publicado: (2023)

The association of multimorbidity within cardio-metabolic disease domains with dietary patterns: A cross-sectional study in 129 369 men and women from the Lifelines cohort
por: Dekker, Louise H., et al.
Publicado: (2019)

Vitamin Status and Diet in Elderly with Low and High Socioeconomic Status: The Lifelines-MINUTHE Study
por: Zhu, Yinjie, et al.
Publicado: (2020)

Diet quality, food intake and incident adult-onset asthma: a Lifelines Cohort Study
por: Visser, Edith, et al.
Publicado: (2023)

Role of Serum Lipids, Blood Glucose and Blood Pressure in Breast Cancer Risk for Women with Type 2 Diabetes Mellitus
por: Zhang, Fan, et al.
Publicado: (2023)

Women of reproductive age living in the North of the Netherlands: Lifelines Reproductive Origins of Adult Health and Disease (Lifelines-ROAHD) cohort
por: Peters, Lilian L, et al.
Publicado: (2023)

Digital image analysis of Ki67 proliferation index in breast cancer using virtual dual staining on whole tissue sections: clinical validation and inter-platform agreement
por: Koopman, Timco, et al.
Publicado: (2018)

What is the added value of digital image analysis of HER2 immunohistochemistry in breast cancer in clinical practice? A study with multiple platforms
por: Koopman, Timco, et al.
Publicado: (2019)

Predicting short‐ and long‐term glycated haemoglobin response after insulin initiation in patients with type 2 diabetes mellitus using machine‐learning algorithms
por: Nagaraj, Sunil B., et al.
Publicado: (2019)

The effect of extended participation windows on attendance at cervical cancer screening
por: Castañeda, Kelly M., et al.
Publicado: (2023)

Childhood trauma, depression, and the risk of incident prediabetes in young adults: findings from the Lifelines Cohort Study
por: Deschenes, S, et al.
Publicado: (2022)

Trajectories of self-rated health in an older general population and their determinants: the Lifelines Cohort Study
por: Feenstra, Marlies, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_776vejf0ee9q8tjfl0606bkvme