Natural language processing for disease phenotyping in UK primary care records for research: a pilot study in myocardial infarction and death by Anoop D. Shah, Emily Bailey, Tim Williams, Spiros Denaxas, Richard Dobson, Harry Hemingway

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Digital technology and patient and public involvement (PPI) in routine care and clinical research—A pilot study by Yang Chen, Ali A. Hosin, Marc J. George, Folkert W. Asselbergs, Anoop D. Shah

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Machine learning models in electronic health records can outperform conventional survival models for predicting patient mortality in coronary artery disease. by Andrew J Steele, Spiros C Denaxas, Anoop D Shah, Harry Hemingway, Nicholas M Luscombe

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Digital technology and patient and public involvement (PPI) in routine care and clinical research-A pilot study. by Yang Chen, Ali A Hosin, Marc J George, Folkert W Asselbergs, Anoop D Shah

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Using nationwide ‘big data’ from linked electronic health records to help improve outcomes in cardiovascular diseases: 33 studies using methods from epidemiology, informatics, econ... by Harry Hemingway, Gene S Feder, Natalie K Fitzpatrick, Spiros Denaxas, Anoop D Shah, Adam D Timmis

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Understanding Views Around the Creation of a Consented, Donated Databank of Clinical Free Text to Develop and Train Natural Language Processing Models for Research: Focus Group Int... by Natalie K Fitzpatrick, Richard Dobson, Angus Roberts, Kerina Jones, Anoop D Shah, Goran Nenadic, Elizabeth Ford

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Long Covid symptoms and diagnosis in primary care: A cohort study using structured and unstructured data in The Health Improvement Network primary care database. by Anoop D Shah, Anuradhaa Subramanian, Jadene Lewis, Samir Dhalla, Elizabeth Ford, Shamil Haroon, Valerie Kuan, Krishnarajah Nirantharakumar

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Long Covid symptoms and diagnosis in primary care: A cohort study using structured and unstructured data in The Health Improvement Network primary care database by Anoop D. Shah, Anuradhaa Subramanian, Jadene Lewis, Samir Dhalla, Elizabeth Ford, Shamil Haroon, Valerie Kuan, Krishnarajah Nirantharakumar

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Threshold haemoglobin levels and the prognosis of stable coronary disease: two new cohorts and a systematic review and meta-analysis. by Anoop D Shah, Owen Nicholas, Adam D Timmis, Gene Feder, Keith R Abrams, Ruoling Chen, Aroon D Hingorani, Harry Hemingway

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Reproducible disease phenotyping at scale: Example of coronary artery disease in UK Biobank. by Riyaz S Patel, Spiros Denaxas, Laurence J Howe, Rosalind M Eggo, Anoop D Shah, Naomi E Allen, John Danesh, Aroon Hingorani, Cathie Sudlow, Harry Hemingway

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Defining disease phenotypes using national linked electronic health records: a case study of atrial fibrillation. by Katherine I Morley, Joshua Wallace, Spiros C Denaxas, Ross J Hunter, Riyaz S Patel, Pablo Perel, Anoop D Shah, Adam D Timmis, Richard J Schilling, Harry Hemingway

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Bleeding in cardiac patients prescribed antithrombotic drugs: electronic health record phenotyping algorithms, incidence, trends and prognosis by Laura Pasea, Sheng-Chia Chung, Mar Pujades-Rodriguez, Anoop D. Shah, Samantha Alvarez-Madrazo, Victoria Allan, James T. Teo, Daniel Bean, Reecha Sofat, Richard Dobson, Amitava Banerjee, Riyaz S. Patel, Adam Timmis, Spiros Denaxas, Harry Hemingway

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Disease coverage of human genome-wide association studies and pharmaceutical research and development by María Gordillo-Marañón, Amand F. Schmidt, Alasdair Warwick, Chris Tomlinson, Cai Ytsma, Jorgen Engmann, Ana Torralbo, Rory Maclean, Reecha Sofat, Claudia Langenberg, Anoop D. Shah, Spiros Denaxas, Munir Pirmohamed, Harry Hemingway, Aroon D. Hingorani, Chris Finan

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Estimating disease burden using national linked electronic health records: a study using an English population-based cohort. [version 2; peer review: 2 approved] by Hannah E. R. Evans, Robert W. Aldridge, Rohini Mathur, Liam Smeeth, Alireza Moayyeri, Alexei Yavlinsky, Krishnan Bhaskaran, Peter Croft, Kelvin P. Jordan, Ruth M. Blackburn, Anoop D. Shah, Edmond S. W. Ng, Henrik Moller, Sebastian Fox, Andrew Hughes, Jurgen Schmidt, Julian Flowers, Andrew Hayward, Spiros Denaxas, Ruth Gilbert, Harry Hemingway

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Prognostic significance of troponin in patients with malignancy (NIHR Health Informatics Collaborative TROP-MALIGNANCY study) by Nathan A. Samuel, Alistair Roddick, Ben Glampson, Abdulrahim Mulla, Jim Davies, Dimitri Papadimitriou, Vasileios Panoulas, Erik Mayer, Kerrie Woods, Anoop D. Shah, Sanjay Gautama, Paul Elliott, Harry Hemmingway, Bryan Williams, Folkert W. Asselbergs, Narbeh Melikian, Rajesh Kharbanda, Ajay M. Shah, Divaka Perera, Riyaz S. Patel, Keith M. Channon, Jamil Mayet, Anoop S. V. Shah, Amit Kaura

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Prognostic Significance of Ventricular Arrhythmias in 13 444 Patients With Acute Coronary Syndrome: A Retrospective Cohort Study Based on Routine Clinical Data (NIHR Health Informa... by Arunashis Sau, Amit Kaura, Amar Ahmed, Kiran H. K. Patel, Xinyang Li, Abdulrahim Mulla, Benjamin Glampson, Vasileios Panoulas, Jim Davies, Kerrie Woods, Sanjay Gautama, Anoop D. Shah, Paul Elliott, Harry Hemingway, Bryan Williams, Folkert W. Asselbergs, Narbeh Melikian, Nicholas S. Peters, Ajay M. Shah, Divaka Perera, Rajesh Kharbanda, Riyaz S. Patel, Keith M. Channon, Jamil Mayet, Fu Siong Ng

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Prognostic significance of troponin level in 3121 patients presenting with atrial fibrillation (The NIHR Health Informatics Collaborative TROP‐AF study) by Amit Kaura, Ahran D. Arnold, Vasileios Panoulas, Benjamin Glampson, Jim Davies, Abdulrahim Mulla, Kerrie Woods, Joe Omigie, Anoop D. Shah, Keith M. Channon, Jonathan N. Weber, Mark R. Thursz, Paul Elliott, Harry Hemingway, Bryan Williams, Folkert W. Asselbergs, Michael O'Sullivan, Graham M. Lord, Narbeh Melikian, David C. Lefroy, Darrel P. Francis, Ajay M. Shah, Rajesh Kharbanda, Divaka Perera, Riyaz S. Patel, Jamil Mayet

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Mortality risk prediction of high-sensitivity C-reactive protein in suspected acute coronary syndrome: A cohort study. by Amit Kaura, Adam Hartley, Vasileios Panoulas, Ben Glampson, Anoop S V Shah, Jim Davies, Abdulrahim Mulla, Kerrie Woods, Joe Omigie, Anoop D Shah, Mark R Thursz, Paul Elliott, Harry Hemmingway, Bryan Williams, Folkert W Asselbergs, Michael O'Sullivan, Graham M Lord, Adam Trickey, Jonathan Ac Sterne, Dorian O Haskard, Narbeh Melikian, Darrel P Francis, Wolfgang Koenig, Ajay M Shah, Rajesh Kharbanda, Divaka Perera, Riyaz S Patel, Keith M Channon, Jamil Mayet, Ramzi Khamis

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An informatics consult approach for generating clinical evidence for treatment decisions by Alvina G. Lai, Wai Hoong Chang, Constantinos A. Parisinos, Michail Katsoulis, Ruth M. Blackburn, Anoop D. Shah, Vincent Nguyen, Spiros Denaxas, George Davey Smith, Tom R. Gaunt, Krishnarajah Nirantharakumar, Murray P. Cox, Donall Forde, Folkert W. Asselbergs, Steve Harris, Sylvia Richardson, Reecha Sofat, Richard J. B. Dobson, Aroon Hingorani, Riyaz Patel, Jonathan Sterne, Amitava Banerjee, Alastair K. Denniston, Simon Ball, Neil J. Sebire, Nigam H. Shah, Graham R. Foster, Bryan Williams, Harry Hemingway

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Phenogrouping heart failure with preserved or mildly reduced ejection fraction using electronic health record data by Fardad Soltani, David A. Jenkins, Amit Kaura, Joshua Bradley, Nicholas Black, John P. Farrant, Simon G. Williams, Abdulrahim Mulla, Benjamin Glampson, Jim Davies, Dimitri Papadimitriou, Kerrie Woods, Anoop D. Shah, Mark R. Thursz, Bryan Williams, Folkert W. Asselbergs, Erik K. Mayer, Christopher Herbert, Stuart Grant, Nick Curzen, Iain Squire, Thomas Johnson, Kevin O’Gallagher, Ajay M. Shah, Divaka Perera, Rajesh Kharbanda, Riyaz S. Patel, Keith M. Channon, Richard Lee, Niels Peek, Jamil Mayet, Christopher A. Miller

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