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1
Can machine-learning improve cardiovascular risk prediction using routine clinical data?
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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 [Peer Reviewed Journal]

COPYRIGHT 2017 Public Library of Science ;COPYRIGHT 2017 Public Library of Science ;2017 Weng et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2017 Weng et al 2017 Weng et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0174944 ;PMID: 28376093

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2
Risk factors for type 2 diabetes mellitus: An exposure-wide umbrella review of meta-analyses
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Risk factors for type 2 diabetes mellitus: An exposure-wide umbrella review of meta-analyses

PloS one, 2018-03, Vol.13 (3), p.e0194127 [Peer Reviewed Journal]

2018 Bellou et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2018 Bellou et al 2018 Bellou et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0194127 ;PMID: 29558518

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3
Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants
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Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants

PloS one, 2019-05, Vol.14 (5), p.e0213653-e0213653 [Peer Reviewed Journal]

COPYRIGHT 2019 Public Library of Science ;COPYRIGHT 2019 Public Library of Science ;2019 Alaa et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2019 Alaa et al 2019 Alaa et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0213653 ;PMID: 31091238

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4
Dietary cadmium exposure assessment among the Chinese population
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Dietary cadmium exposure assessment among the Chinese population

PloS one, 2017-05, Vol.12 (5), p.e0177978-e0177978 [Peer Reviewed Journal]

COPYRIGHT 2017 Public Library of Science ;COPYRIGHT 2017 Public Library of Science ;2017 Song et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2017 Song et al 2017 Song et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0177978 ;PMID: 28542445

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5
Etiologic effects and optimal intakes of foods and nutrients for risk of cardiovascular diseases and diabetes: Systematic reviews and meta-analyses from the Nutrition and Chronic Diseases Expert Group (NutriCoDE)
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Etiologic effects and optimal intakes of foods and nutrients for risk of cardiovascular diseases and diabetes: Systematic reviews and meta-analyses from the Nutrition and Chronic Diseases Expert Group (NutriCoDE)

PloS one, 2017-04, Vol.12 (4), p.e0175149-e0175149 [Peer Reviewed Journal]

COPYRIGHT 2017 Public Library of Science ;2017 Micha et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2017 Micha et al 2017 Micha et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0175149 ;PMID: 28448503

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6
Comparison of Body Mass Index (BMI), Body Adiposity Index (BAI), Waist Circumference (WC), Waist-To-Hip Ratio (WHR) and Waist-To-Height Ratio (WHtR) as predictors of cardiovascular disease risk factors in an adult population in Singapore
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Comparison of Body Mass Index (BMI), Body Adiposity Index (BAI), Waist Circumference (WC), Waist-To-Hip Ratio (WHR) and Waist-To-Height Ratio (WHtR) as predictors of cardiovascular disease risk factors in an adult population in Singapore

PloS one, 2015-04, Vol.10 (4), p.e0122985-e0122985 [Peer Reviewed Journal]

COPYRIGHT 2015 Public Library of Science ;2015 Lam et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2015 Lam et al 2015 Lam et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0122985 ;PMID: 25880905

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7
COVID-19 mortality risk assessment: An international multi-center study
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COVID-19 mortality risk assessment: An international multi-center study

PloS one, 2020-12, Vol.15 (12), p.e0243262-e0243262 [Peer Reviewed Journal]

COPYRIGHT 2020 Public Library of Science ;COPYRIGHT 2020 Public Library of Science ;2020 Bertsimas et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2020 Bertsimas et al 2020 Bertsimas et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0243262 ;PMID: 33296405

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8
Cardiorespiratory fitness and the metabolic syndrome: Roles of inflammation and abdominal obesity
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Cardiorespiratory fitness and the metabolic syndrome: Roles of inflammation and abdominal obesity

PloS one, 2018-03, Vol.13 (3), p.e0194991-e0194991 [Peer Reviewed Journal]

COPYRIGHT 2018 Public Library of Science ;COPYRIGHT 2018 Public Library of Science ;2018 Wedell-Neergaard et al 2018 Wedell-Neergaard et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0194991 ;PMID: 29590212

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9
Effect of maternal age on the risk of preterm birth: A large cohort study
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Effect of maternal age on the risk of preterm birth: A large cohort study

PloS one, 2018-01, Vol.13 (1), p.e0191002-e0191002 [Peer Reviewed Journal]

COPYRIGHT 2018 Public Library of Science ;COPYRIGHT 2018 Public Library of Science ;2018 Fuchs et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2018 Fuchs et al 2018 Fuchs et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0191002 ;PMID: 29385154

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10
Obesity and risk of colorectal cancer: a systematic review of prospective studies
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Obesity and risk of colorectal cancer: a systematic review of prospective studies

PloS one, 2013-01, Vol.8 (1), p.e53916-e53916 [Peer Reviewed Journal]

COPYRIGHT 2013 Public Library of Science ;COPYRIGHT 2013 Public Library of Science ;2013 Ma et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2013 Ma et al 2013 Ma et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0053916 ;PMID: 23349764

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11
Prevalence of overweight, obesity, abdominal obesity and obesity-related risk factors in southern China
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Prevalence of overweight, obesity, abdominal obesity and obesity-related risk factors in southern China

PloS one, 2017-09, Vol.12 (9), p.e0183934-e0183934 [Peer Reviewed Journal]

COPYRIGHT 2017 Public Library of Science ;COPYRIGHT 2017 Public Library of Science ;2017 Hu et al. This is an open access article distributed under the terms of the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2017 Hu et al 2017 Hu et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0183934 ;PMID: 28910301

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12
Meta-Analysis of the Associations of p-Cresyl Sulfate (PCS) and Indoxyl Sulfate (IS) with Cardiovascular Events and All-Cause Mortality in Patients with Chronic Renal Failure
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Meta-Analysis of the Associations of p-Cresyl Sulfate (PCS) and Indoxyl Sulfate (IS) with Cardiovascular Events and All-Cause Mortality in Patients with Chronic Renal Failure

PloS one, 2015-07, Vol.10 (7), p.e0132589-e0132589 [Peer Reviewed Journal]

2015 Lin et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2015 Lin et al 2015 Lin et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0132589 ;PMID: 26173073

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13
The age-specific quantitative effects of metabolic risk factors on cardiovascular diseases and diabetes: a pooled analysis
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The age-specific quantitative effects of metabolic risk factors on cardiovascular diseases and diabetes: a pooled analysis

PloS one, 2013-07, Vol.8 (7), p.e65174-e65174 [Peer Reviewed Journal]

COPYRIGHT 2013 Public Library of Science ;2013 Singh et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2013 Singh et al 2013 Singh et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0065174 ;PMID: 23935815

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14
Cardiovascular disease risk factors in chronic kidney disease: A systematic review and meta-analysis
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Cardiovascular disease risk factors in chronic kidney disease: A systematic review and meta-analysis

PloS one, 2018-03, Vol.13 (3), p.e0192895-e0192895 [Peer Reviewed Journal]

COPYRIGHT 2018 Public Library of Science ;COPYRIGHT 2018 Public Library of Science ;2018 Major et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2018 Major et al 2018 Major et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0192895 ;PMID: 29561894

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15
Burnout among medical students during the first years of undergraduate school: Prevalence and associated factors
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Burnout among medical students during the first years of undergraduate school: Prevalence and associated factors

PloS one, 2018-03, Vol.13 (3), p.e0191746-e0191746 [Peer Reviewed Journal]

COPYRIGHT 2018 Public Library of Science ;COPYRIGHT 2018 Public Library of Science ;2018 Boni et al 2018 Boni et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0191746 ;PMID: 29513668

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16
Head Injury as a Risk Factor for Dementia and Alzheimer's Disease: A Systematic Review and Meta-Analysis of 32 Observational Studies
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Head Injury as a Risk Factor for Dementia and Alzheimer's Disease: A Systematic Review and Meta-Analysis of 32 Observational Studies

PloS one, 2017-01, Vol.12 (1), p.e0169650-e0169650 [Peer Reviewed Journal]

COPYRIGHT 2017 Public Library of Science ;COPYRIGHT 2017 Public Library of Science ;2017 Li et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2017 Li et al 2017 Li et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0169650 ;PMID: 28068405

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17
Burden of disease caused by otitis media: systematic review and global estimates
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Article
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Burden of disease caused by otitis media: systematic review and global estimates

PloS one, 2012-04, Vol.7 (4), p.e36226-e36226 [Peer Reviewed Journal]

COPYRIGHT 2012 Public Library of Science ;COPYRIGHT 2012 Public Library of Science ;2012 Monasta et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Monasta et al. 2012 ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0036226 ;PMID: 22558393

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18
Association of sedentary time with mortality independent of moderate to vigorous physical activity
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Association of sedentary time with mortality independent of moderate to vigorous physical activity

PloS one, 2012-06, Vol.7 (6), p.e37696-e37696 [Peer Reviewed Journal]

COPYRIGHT 2012 Public Library of Science ;COPYRIGHT 2012 Public Library of Science ;2012. This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication. 2012 ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0037696 ;PMID: 22719846

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19
Mortality and causes of death in patients with atrial fibrillation: A nationwide population-based study
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Mortality and causes of death in patients with atrial fibrillation: A nationwide population-based study

PloS one, 2018-12, Vol.13 (12), p.e0209687-e0209687 [Peer Reviewed Journal]

COPYRIGHT 2018 Public Library of Science ;COPYRIGHT 2018 Public Library of Science ;2018 Lee et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2018 Lee et al 2018 Lee et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0209687 ;PMID: 30586468

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20
Cigarette and e-cigarette dual use and risk of cardiopulmonary symptoms in the Health eHeart Study
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Cigarette and e-cigarette dual use and risk of cardiopulmonary symptoms in the Health eHeart Study

PloS one, 2018-07, Vol.13 (7), p.e0198681 [Peer Reviewed Journal]

COPYRIGHT 2018 Public Library of Science ;COPYRIGHT 2018 Public Library of Science ;2018 Wang et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2018 Wang et al 2018 Wang et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0198681 ;PMID: 30044773

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