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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
Advanced maternal age and adverse pregnancy outcomes: A systematic review and meta-analysis
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Advanced maternal age and adverse pregnancy outcomes: A systematic review and meta-analysis

PloS one, 2017-10, Vol.12 (10), p.e0186287-e0186287 [Peer Reviewed Journal]

COPYRIGHT 2017 Public Library of Science ;COPYRIGHT 2017 Public Library of Science ;2017 Lean 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 Lean et al 2017 Lean et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0186287 ;PMID: 29040334

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3
The global burden of mental, neurological and substance use disorders: an analysis from the Global Burden of Disease Study 2010
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The global burden of mental, neurological and substance use disorders: an analysis from the Global Burden of Disease Study 2010

PloS one, 2015-02, Vol.10 (2), p.e0116820-e0116820 [Peer Reviewed Journal]

COPYRIGHT 2015 Public Library of Science ;COPYRIGHT 2015 Public Library of Science ;2015 Whiteford 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 Whiteford et al 2015 Whiteford et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0116820 ;PMID: 25658103

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4
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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5
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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6
Sedentary behavior and health outcomes: an overview of systematic reviews
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Sedentary behavior and health outcomes: an overview of systematic reviews

PloS one, 2014-08, Vol.9 (8), p.e105620-e105620 [Peer Reviewed Journal]

COPYRIGHT 2014 Public Library of Science ;COPYRIGHT 2014 Public Library of Science ;2014 Rezende 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. ;2014 Rezende et al 2014 Rezende et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0105620 ;PMID: 25144686

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7
Body Mass Index and Decline of Cognitive Function
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Body Mass Index and Decline of Cognitive Function

PloS one, 2016-02, Vol.11 (2), p.e0148908-e0148908 [Peer Reviewed Journal]

COPYRIGHT 2016 Public Library of Science ;COPYRIGHT 2016 Public Library of Science ;2016 Kim 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. ;2016 Kim et al 2016 Kim et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0148908 ;PMID: 26867138

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8
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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9
Daily sitting time and all-cause mortality: a meta-analysis
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Daily sitting time and all-cause mortality: a meta-analysis

PloS one, 2013-11, Vol.8 (11), p.e80000-e80000 [Peer Reviewed Journal]

COPYRIGHT 2013 Public Library of Science ;COPYRIGHT 2013 Public Library of Science ;2013 Chau et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/3.0/ (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 Chau et al 2013 Chau et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0080000 ;PMID: 24236168

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10
Representativeness of the LifeLines Cohort Study
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Representativeness of the LifeLines Cohort Study

PloS one, 2015-09, Vol.10 (9), p.e0137203-e0137203 [Peer Reviewed Journal]

COPYRIGHT 2015 Public Library of Science ;COPYRIGHT 2015 Public Library of Science ;2015 Klijs 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 Klijs et al 2015 Klijs et al ;Wageningen University & Research ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0137203 ;PMID: 26333164

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11
Global estimates of prevalent and incident herpes simplex virus type 2 infections in 2012
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Article
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Global estimates of prevalent and incident herpes simplex virus type 2 infections in 2012

PloS one, 2015-01, Vol.10 (1), p.e114989-e114989 [Peer Reviewed Journal]

COPYRIGHT 2015 Public Library of Science ;COPYRIGHT 2015 Public Library of Science ;2015 Looker 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 Looker et al 2015 Looker et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0114989 ;PMID: 25608026

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12
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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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
Lung cancer incidence trends by gender, race and histology in the United States, 1973-2010
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Lung cancer incidence trends by gender, race and histology in the United States, 1973-2010

PloS one, 2015-03, Vol.10 (3), p.e0121323-e0121323 [Peer Reviewed Journal]

COPYRIGHT 2015 Public Library of Science ;COPYRIGHT 2015 Public Library of Science ;2015 Meza 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 Meza et al 2015 Meza et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0121323 ;PMID: 25822850

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15
A systematic review of maternal smoking during pregnancy and fetal measurements with meta-analysis
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A systematic review of maternal smoking during pregnancy and fetal measurements with meta-analysis

PloS one, 2017-02, Vol.12 (2), p.e0170946 [Peer Reviewed Journal]

COPYRIGHT 2017 Public Library of Science ;COPYRIGHT 2017 Public Library of Science ;2017 Abraham 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 Abraham et al 2017 Abraham et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0170946 ;PMID: 28231292

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16
Objectively measured physical activity and sedentary time during childhood, adolescence and young adulthood: a cohort study
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Objectively measured physical activity and sedentary time during childhood, adolescence and young adulthood: a cohort study

PloS one, 2013-04, Vol.8 (4), p.e60871-e60871 [Peer Reviewed Journal]

COPYRIGHT 2013 Public Library of Science ;COPYRIGHT 2013 Public Library of Science ;2013 Ortega 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 Ortega et al 2013 Ortega et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0060871 ;PMID: 23637772

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17
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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18
Mortality and causes of death in patients with atrial fibrillation: A nationwide population-based study
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Article
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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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19
Cigarette and e-cigarette dual use and risk of cardiopulmonary symptoms in the Health eHeart Study
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Article
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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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20
Fruit and Vegetable Consumption and Changes in Anthropometric Variables in Adult Populations: A Systematic Review and Meta-Analysis of Prospective Cohort Studies
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Fruit and Vegetable Consumption and Changes in Anthropometric Variables in Adult Populations: A Systematic Review and Meta-Analysis of Prospective Cohort Studies

PloS one, 2015-10, Vol.10 (10), p.e0140846-e0140846 [Peer Reviewed Journal]

COPYRIGHT 2015 Public Library of Science ;COPYRIGHT 2015 Public Library of Science ;2015 Schwingshackl 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 Schwingshackl et al 2015 Schwingshackl et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0140846 ;PMID: 26474158

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