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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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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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Rates of medical or surgical treatment for women with heavy menstrual bleeding: the ECLIPSE trial 10-year observational follow-up study

Health technology assessment (Winchester, England), 2023-10, Vol.27 (17), p.1-50

2023

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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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Users’ experiences of a pragmatic diabetes prevention intervention implemented in primary care: qualitative study

BMJ open, 2019-08, Vol.9 (8), p.e028491-e028491

2019

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Acceptability of and treatment preferences for recurrent bacterial vaginosis-Topical lactic acid gel or oral metronidazole antibiotic: Qualitative findings from the VITA trial

PloS one, 2019-11, Vol.14 (11), p.e0224964-e0224964

2019

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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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Clinical and economic outcomes of remotely delivered cognitive behaviour therapy versus treatment as usual for repeat unscheduled care users with severe health anxiety: a multicentre randomised controlled trial

BMC medicine, 2019-01, Vol.17 (1), p.16-16, Article 16

2019

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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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Professional uncertainty and disempowerment responding to ethnic diversity in health care: a qualitative study

PLoS medicine, 2007-11, Vol.4 (11), p.e323-e323

2007

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Vestibular tunnel approach in restoring non‐carious cervical lesion gingival recessions with combination of bioceramics and collagen matrix: A case report with a 1‐year follow‐up

Clinical advances in periodontics, 2023-03, Vol.13 (1), p.56-61

2023

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Lactic acid gel versus metronidazole for recurrent bacterial vaginosis in women aged 16 years and over: the VITA RCT

Health technology assessment (Winchester, England), 2022-01, Vol.26 (2), p.1-170

2022

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Influence of Clinical Communication on Parents' Antibiotic Expectations for Children With Respiratory Tract Infections

Annals of family medicine, 2016-03, Vol.14 (2), p.141-147

2016

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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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Development of models of care coordination for rare conditions: a qualitative study

Orphanet journal of rare diseases, 2022-02, Vol.17 (1), p.49-49, Article 49

2022

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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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Experiences of coordinated care for people in the UK affected by rare diseases: cross-sectional survey of patients, carers, and healthcare professionals

Orphanet journal of rare diseases, 2023-11, Vol.18 (1), p.1-364, Article 364

2023

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Developing a taxonomy of care coordination for people living with rare conditions: a qualitative study

Orphanet journal of rare diseases, 2022-04, Vol.17 (1), p.171-171, Article 171

2022

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Women's experiences of heavy menstrual bleeding and medical treatment: a qualitative study in primary care

British journal of general practice, 2023-04, Vol.73 (729), p.e294-e301

2023

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Predicting major adverse cardiovascular events for secondary prevention: protocol for a systematic review and meta-analysis of risk prediction models

BMJ open, 2020-07, Vol.10 (7), p.e034564-e034564

2020

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A randomised controlled trial investigating the clinical and cost-effectiveness of Alpha-Stim AID cranial electrotherapy stimulation (CES) in patients seeking treatment for moderate severity depression in primary care (Alpha-Stim-D Trial)

Trials, 2022-04, Vol.23 (1), p.250-250, Article 250

2022

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

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

Rates of medical or surgical treatment for women with heavy menstrual bleeding: the ECLIPSE trial 10-year observational follow-up study

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

Users’ experiences of a pragmatic diabetes prevention intervention implemented in primary care: qualitative study

Acceptability of and treatment preferences for recurrent bacterial vaginosis-Topical lactic acid gel or oral metronidazole antibiotic: Qualitative findings from the VITA trial

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

Clinical and economic outcomes of remotely delivered cognitive behaviour therapy versus treatment as usual for repeat unscheduled care users with severe health anxiety: a multicentre randomised controlled trial

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

Professional uncertainty and disempowerment responding to ethnic diversity in health care: a qualitative study

Vestibular tunnel approach in restoring non‐carious cervical lesion gingival recessions with combination of bioceramics and collagen matrix: A case report with a 1‐year follow‐up

Lactic acid gel versus metronidazole for recurrent bacterial vaginosis in women aged 16 years and over: the VITA RCT

Influence of Clinical Communication on Parents' Antibiotic Expectations for Children With Respiratory Tract Infections

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

Development of models of care coordination for rare conditions: 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

Experiences of coordinated care for people in the UK affected by rare diseases: cross-sectional survey of patients, carers, and healthcare professionals

Developing a taxonomy of care coordination for people living with rare conditions: a qualitative study

Women's experiences of heavy menstrual bleeding and medical treatment: a qualitative study in primary care

Predicting major adverse cardiovascular events for secondary prevention: protocol for a systematic review and meta-analysis of risk prediction models

A randomised controlled trial investigating the clinical and cost-effectiveness of Alpha-Stim AID cranial electrotherapy stimulation (CES) in patients seeking treatment for moderate severity depression in primary care (Alpha-Stim-D Trial)

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