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Can machine-learning improve cardiovascular risk prediction using routine clinical data?

PloS one, 2017-04, Vol.12 (4), p.e0174944-e0174944

2017

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Life from the other side

Saudi Journal of Emergency Medicine, 2021-12, Vol.2 (2), p.105-105

Qureshi, Nadeem

2021

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Prediction of premature all-cause mortality: A prospective general population cohort study comparing machine-learning and standard epidemiological approaches

PloS one, 2019-03, Vol.14 (3), p.e0214365-e0214365

2019

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Achieving change in primary care--causes of the evidence to practice gap: systematic reviews of reviews

Implementation science : IS, 2016-03, Vol.11 (1), p.40-40, Article 40

2016

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Screening for familial hypercholesterolaemia in primary care: Time for general practice to play its part

Atherosclerosis, 2018-10, Vol.277, p.399-406

2018

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The comorbidity burden of type 2 diabetes mellitus: patterns, clusters and predictions from a large English primary care cohort

BMC medicine, 2019-07, Vol.17 (1), p.145-145, Article 145

2019

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Performance and clinical utility of supervised machine-learning approaches in detecting familial hypercholesterolaemia in primary care

NPJ digital medicine, 2020-10, Vol.3 (1), p.142-142, Article 142

2020

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Long-term body mass index changes in overweight and obese adults and the risk of heart failure, cardiovascular disease and mortality: a cohort study of over 260,000 adults in the UK

BMC public health, 2021-04, Vol.21 (1), p.576-576, Article 576

2021

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Improving identification of familial hypercholesterolaemia in primary care: Derivation and validation of the familial hypercholesterolaemia case ascertainment tool (FAMCAT)

Atherosclerosis, 2015-02, Vol.238 (2), p.336-343

2015

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Sex, Age, and Socioeconomic Differences in Nonfatal Stroke Incidence and Subsequent Major Adverse Outcomes

Stroke (1970), 2021-02, Vol.52 (2), p.396-405

2021

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Family history in public health practice: a genomic tool for disease prevention and health promotion

Annual review of public health, 2010-01, Vol.31 (1), p.69-87

2010

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Implementing HLA-B58:01 testing prior to allopurinol initiation in Malaysian primary care setting: A qualitative study from doctors' and patients' perspective

PloS one, 2024-01, Vol.19 (1), p.e0296498-e0296498

2024

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Availability and quality of coronary heart disease family history in primary care medical records: implications for cardiovascular risk assessment

PloS one, 2014-01, Vol.9 (1), p.e81998-e81998

2014

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Detection of familial hypercholesterolaemia: external validation of the FAMCAT clinical case-finding algorithm to identify patients in primary care

The Lancet. Public health, 2019-05, Vol.4 (5), p.e256-e264

2019

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The role of cost-effectiveness analysis in the development of indicators to support incentive-based behaviour in primary care in England

Journal of health services research & policy, 2016-10, Vol.21 (4), p.263-271

2016

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The introduction of risk stratified screening into the NHS breast screening Programme: views from British-Pakistani women

BMC cancer, 2020-05, Vol.20 (1), p.452-452, Article 452

2020

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Obesity and long‐term outcomes after incident stroke: a prospective population‐based cohort study

Journal of cachexia, sarcopenia and muscle, 2021-12, Vol.12 (6), p.2111-2121

2021

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Specialist recommendation for chemoprevention medications in patients at familial risk of breast cancer: a cross-sectional survey in England

Journal of community genetics, 2021-01, Vol.12 (1), p.111-120

2021

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The role of knowledge, primary care and community engagement to improve breast-screening access for Pakistani women in the United Kingdom: A secondary analysis of a qualitative study

Journal of health services research & policy, 2023-07, Vol.28 (3), p.149-156

2023

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Alternative cascade-testing protocols for identifying and managing patients with familial hypercholesterolaemia: systematic reviews, qualitative study and cost-effectiveness analysis

Health technology assessment (Winchester, England), 2023-10, Vol.27 (16), p.1-140

2023

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Determining propensity for sub-optimal low-density lipoprotein cholesterol response to statins and future risk of cardiovascular disease

PloS one, 2021-12, Vol.16 (12), p.e0260839-e0260839

2021

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Statin treatment and LDL-cholesterol treatment goal attainment among individuals with familial hypercholesterolaemia in primary care

Open heart, 2021-10, Vol.8 (2), p.e001817

2021

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Using family history information to promote healthy lifestyles and prevent diseases; a discussion of the evidence

BMC public health, 2010-05, Vol.10 (1), p.248-248, Article 248

2010

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Characteristics predicting recommendation for familial breast cancer referral in a cohort of women from primary care

Journal of community genetics, 2020-07, Vol.11 (3), p.331-338

2020

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Can machine-learning improve cardiovascular risk prediction using routine clinical data?

Life from the other side

Prediction of premature all-cause mortality: A prospective general population cohort study comparing machine-learning and standard epidemiological approaches

Achieving change in primary care--causes of the evidence to practice gap: systematic reviews of reviews

Screening for familial hypercholesterolaemia in primary care: Time for general practice to play its part

The comorbidity burden of type 2 diabetes mellitus: patterns, clusters and predictions from a large English primary care cohort

Performance and clinical utility of supervised machine-learning approaches in detecting familial hypercholesterolaemia in primary care

Long-term body mass index changes in overweight and obese adults and the risk of heart failure, cardiovascular disease and mortality: a cohort study of over 260,000 adults in the UK

Improving identification of familial hypercholesterolaemia in primary care: Derivation and validation of the familial hypercholesterolaemia case ascertainment tool (FAMCAT)

Sex, Age, and Socioeconomic Differences in Nonfatal Stroke Incidence and Subsequent Major Adverse Outcomes

Family history in public health practice: a genomic tool for disease prevention and health promotion

Implementing HLA-B58:01 testing prior to allopurinol initiation in Malaysian primary care setting: A qualitative study from doctors' and patients' perspective

Availability and quality of coronary heart disease family history in primary care medical records: implications for cardiovascular risk assessment

What are the benefits and harms of risk stratified screening as part of the NHS breast screening Programme? Study protocol for a multi-site non-randomised comparison of BC-predict versus usual screening (NCT04359420)

Detection of familial hypercholesterolaemia: external validation of the FAMCAT clinical case-finding algorithm to identify patients in primary care

The role of cost-effectiveness analysis in the development of indicators to support incentive-based behaviour in primary care in England

The introduction of risk stratified screening into the NHS breast screening Programme: views from British-Pakistani women

Obesity and long‐term outcomes after incident stroke: a prospective population‐based cohort study

Specialist recommendation for chemoprevention medications in patients at familial risk of breast cancer: a cross-sectional survey in England

The role of knowledge, primary care and community engagement to improve breast-screening access for Pakistani women in the United Kingdom: A secondary analysis of a qualitative study

Alternative cascade-testing protocols for identifying and managing patients with familial hypercholesterolaemia: systematic reviews, qualitative study and cost-effectiveness analysis

Determining propensity for sub-optimal low-density lipoprotein cholesterol response to statins and future risk of cardiovascular disease

Statin treatment and LDL-cholesterol treatment goal attainment among individuals with familial hypercholesterolaemia in primary care

Using family history information to promote healthy lifestyles and prevent diseases; a discussion of the evidence

Characteristics predicting recommendation for familial breast cancer referral in a cohort of women from primary care

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