Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants. by Ahmed M Alaa, Thomas Bolton, Emanuele Di Angelantonio, James H F Rudd, Mihaela van der Schaar

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Genetically predicted androgenic profiles and adverse cardiac markers: a sex‐specific Mendelian randomization study by Jun Yu Chen, Maddalena Ardissino, Rohin K. Reddy, Amy Marie Mason, Zahra Raisi‐Estabragh, Emanuele Di Angelantonio, Stephen Burgess, Fu Siong Ng

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Cost-effectiveness of alternative minimum recall intervals between whole blood donations. by Zia Sadique, Sarah Willis, Kaat De Corte, Mark Pennington, Carmel Moore, Stephen Kaptoge, Emanuele Di Angelantonio, Gail Miflin, David J Roberts, Richard Grieve

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Age and sex specific thresholds for risk stratification of cardiovascular disease and clinical decision making: prospective open cohort study by Matthew Sperrin, Angela M Wood, Lois Kim, Zhe Xu, Emanuele Di Angelantonio, Stephen Kaptoge, Juliet Usher-Smith, Matthew Arnold, Lisa Pennells, Ryan Chung

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Quality control and removal of technical variation of NMR metabolic biomarker data in ~120,000 UK Biobank participants by Scott C. Ritchie, Praveen Surendran, Savita Karthikeyan, Samuel A. Lambert, Thomas Bolton, Lisa Pennells, John Danesh, Emanuele Di Angelantonio, Adam S. Butterworth, Michael Inouye

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Machine learning optimized polygenic scores for blood cell traits identify sex-specific trajectories and genetic correlations with disease by Yu Xu, Dragana Vuckovic, Scott C. Ritchie, Parsa Akbari, Tao Jiang, Jason Grealey, Adam S. Butterworth, Willem H. Ouwehand, David J. Roberts, Emanuele Di Angelantonio, John Danesh, Nicole Soranzo, Michael Inouye

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Prioritising cardiovascular disease risk assessment to high risk individuals based on primary care records by Ryan Chung, Zhe Xu, Matthew Arnold, David Stevens, Ruth Keogh, Jessica Barrett, Hannah Harrison, Lisa Pennells, Lois G. Kim, Emanuele DiAngelantonio, Ellie Paige, Juliet A. Usher-Smith, Angela M. Wood

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Risk Factors of Secondary Cardiovascular Events in a Multi-Ethnic Asian Population with Acute Myocardial Infarction: A Retrospective Cohort Study from Malaysia by Sophia Rasheeqa Ismail, Mohd Shawal Faizal Mohammad, Adam S. Butterworth, Rajiv Chowdhury, John Danesh, Emanuele Di Angelantonio, Simon J. Griffin, Lisa Pennells, Angela M. Wood, Mohd Fairulnizal Md Noh, Shamsul Azhar Shah

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Prioritising cardiovascular disease risk assessment to high risk individuals based on primary care records. by Ryan Chung, Zhe Xu, Matthew Arnold, David Stevens, Ruth Keogh, Jessica Barrett, Hannah Harrison, Lisa Pennells, Lois G Kim, Emanuele DiAngelantonio, Ellie Paige, Juliet A Usher-Smith, Angela M Wood

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Genetically personalised organ-specific metabolic models in health and disease by Carles Foguet, Yu Xu, Scott C. Ritchie, Samuel A. Lambert, Elodie Persyn, Artika P. Nath, Emma E. Davenport, David J. Roberts, Dirk S. Paul, Emanuele Di Angelantonio, John Danesh, Adam S. Butterworth, Christopher Yau, Michael Inouye

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Using Polygenic Risk Scores for Prioritizing Individuals at Greatest Need of a Cardiovascular Disease Risk Assessment by Ryan Chung, Zhe Xu, Matthew Arnold, Samantha Ip, Hannah Harrison, Jessica Barrett, Lisa Pennells, Lois G. Kim, Emanuele Di Angelantonio, Ellie Paige, Scott C. Ritchie, Michael Inouye, Juliet A. Usher‐Smith, Angela M. Wood

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Association of COVID-19 vaccines ChAdOx1 and BNT162b2 with major venous, arterial, or thrombocytopenic events: A population-based cohort study of 46 million adults in England. by William N Whiteley, Samantha Ip, Jennifer A Cooper, Thomas Bolton, Spencer Keene, Venexia Walker, Rachel Denholm, Ashley Akbari, Efosa Omigie, Sam Hollings, Emanuele Di Angelantonio, Spiros Denaxas, Angela Wood, Jonathan A C Sterne, Cathie Sudlow, CVD-COVID-UK consortium

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Risk factors and prediction models for incident heart failure with reduced and preserved ejection fraction by Liam Gaziano, Kelly Cho, Luc Djousse, Petra Schubert, Ashley Galloway, Yuk‐Lam Ho, Katherine Kurgansky, David R. Gagnon, John P. Russo, Emanuele Di Angelantonio, Angela M. Wood, John Danesh, John Michael Gaziano, Adam S. Butterworth, Peter W.F. Wilson, Jacob Joseph

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Association of shorter leucocyte telomere length with risk of frailty by Vasiliki Bountziouka, Christopher P. Nelson, Veryan Codd, Qingning Wang, Crispin Musicha, Elias Allara, Stephen Kaptoge, Emanuele Di Angelantonio, Adam S. Butterworth, John R. Thompson, Elizabeth M. Curtis, Angela M. Wood, John N. Danesh, Nicholas C. Harvey, Cyrus Cooper, Nilesh J. Samani

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Polygenic risk scores in cardiovascular risk prediction: A cohort study and modelling analyses. by Luanluan Sun, Lisa Pennells, Stephen Kaptoge, Christopher P Nelson, Scott C Ritchie, Gad Abraham, Matthew Arnold, Steven Bell, Thomas Bolton, Stephen Burgess, Frank Dudbridge, Qi Guo, Eleni Sofianopoulou, David Stevens, John R Thompson, Adam S Butterworth, Angela Wood, John Danesh, Nilesh J Samani, Michael Inouye, Emanuele Di Angelantonio

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Systematic Mendelian randomization using the human plasma proteome to discover potential therapeutic targets for stroke by Lingyan Chen, James E. Peters, Bram Prins, Elodie Persyn, Matthew Traylor, Praveen Surendran, Savita Karthikeyan, Ekaterina Yonova-Doing, Emanuele Di Angelantonio, David J. Roberts, Nicholas A. Watkins, Willem H. Ouwehand, John Danesh, Cathryn M. Lewis, Paola G. Bronson, Hugh S. Markus, Stephen Burgess, Adam S. Butterworth, Joanna M. M. Howson

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The common VTE-protective G haplotype of F5 increases factor V-short, TFPI function, and risk of bleeding by Matthew C. Sims, Magdalena Gierula, Jonathan C. Stephens, Alex Tokolyi, Luca Stefanucci, Elodie Persyn, Luanluan Sun, Janine H. Collins, Emma E. Davenport, Emanuele Di Angelantonio, Kate Downes, Michael Inouye, Dirk S. Paul, Will Thomas, Alexander Tolios, Willem H. Ouwehand, Nicholas S. Gleadall, James T. B. Crawley, Adam S. Butterworth, Mattia Frontini, Josefin Ahnström

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Assessing the kinetics of oxygen-unloading from red cells using FlowScore, a flow-cytometric proxy of the functional quality of bloodResearch in context by Julija Rabcuka, Peter A. Smethurst, Katharina Dammert, Jarob Saker, Gemma Aran, Geraldine M. Walsh, Joanne C.G. Tan, Margarita Codinach, Ken McTaggart, Denese C. Marks, Stephan J.L. Bakker, Amy McMahon, Emanuele Di Angelantonio, David J. Roberts, Slawomir Blonski, Piotr M. Korczyk, Atsushi Shirakami, Rebecca Cardigan, Pawel Swietach

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Evaluation of interventions to prevent vasovagal reactions among whole blood donors: rationale and design of a large cluster randomised trial by Amy McMahon, Stephen Kaptoge, Matthew Walker, Susan Mehenny, Philippe T Gilchrist, Jennifer Sambrook, Naim Akhtar, Michael Sweeting, Angela M Wood, Kathleen Stirrups, Ryan Chung, Sarah Fahle, Elisha Johnson, Donna Cullen, Rosemary Godfrey, Shannon Duthie, Louise Allen, Paul Harvey, Michael Berkson, Elizabeth Allen, Nicholas A Watkins, John R Bradley, Nathalie Kingston, Gail Miflin, Jane Armitage, David J Roberts, John Danesh, Emanuele Di Angelantonio

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A genome-wide association study of blood cell morphology identifies cellular proteins implicated in disease aetiology by Parsa Akbari, Dragana Vuckovic, Luca Stefanucci, Tao Jiang, Kousik Kundu, Roman Kreuzhuber, Erik L. Bao, Janine H. Collins, Kate Downes, Luigi Grassi, Jose A. Guerrero, Stephen Kaptoge, Julian C. Knight, Stuart Meacham, Jennifer Sambrook, Denis Seyres, Oliver Stegle, Jeffrey M. Verboon, Klaudia Walter, Nicholas A. Watkins, John Danesh, David J. Roberts, Emanuele Di Angelantonio, Vijay G. Sankaran, Mattia Frontini, Stephen Burgess, Taco Kuijpers, James E. Peters, Adam S. Butterworth, Willem H. Ouwehand, Nicole Soranzo, William J. Astle

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