Deep Learning With Anaphora Resolution for the Detection of Tweeters With Depression: Algorithm Development and Validation Study by Akkapon Wongkoblap, Miguel A Vadillo, Vasa Curcin

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Public Opinions About Palliative and End-of-Life Care During the COVID-19 Pandemic: Twitter-Based Content Analysis by Yijun Wang, Emeka Chukwusa, Jonathan Koffman, Vasa Curcin

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Patient-oriented unsupervised learning to uncover the patterns of multimorbidity associated with stroke using primary care electronic health records by Marc Delord, Xiaohui Sun, Annastazia Learoyd, Vasa Curcin, Charles Wolfe, Mark Ashworth, Abdel Douiri

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Developing and externally validating a machine learning risk prediction model for 30-day mortality after stroke using national stroke registers in the UK and Sweden by Vasa Curcin, Benjamin D Bray, Wenjuan Wang, Marie Eriksson, Charles D Wolfe, Josline A Otieno

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Collaborative design of a decision aid for stroke survivors with multimorbidity: a qualitative study in the UK engaging key stakeholders by Iain J Marshall, Charles D A Wolfe, Christopher McKevitt, Euan Sadler, Talya Porat, Miguel A Vadillo, Vasa Curcin

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Long COVID demographic and secondary care referral characteristics in primary care: analysis of anonymised primary care data from a multiethnic, deprived urban area in the UK by Martin Chapman, Stevo Durbaba, Florence Tydeman, Matt Friend, Laura Duly, Julie Moore, Vasa Curcin, Yanzhong Wang, Caroline J. Jolley, Georgios Kaltsakas, Trudie Chalder, Nicholas Hart, Mark Ashworth

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ROAD2H: Development and evaluation of an open‐source explainable artificial intelligence approach for managing co‐morbidity and clinical guidelines by Jesús Domínguez, Denys Prociuk, Branko Marović, Kristijonas Čyras, Oana Cocarascu, Francis Ruiz, Ella Mi, Emma Mi, Christian Ramtale, Antonio Rago, Ara Darzi, Francesca Toni, Vasa Curcin, Brendan Delaney

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Differences in Clinical Presentation With Long COVID After Community and Hospital Infection and Associations With All-Cause Mortality: English Sentinel Network Database Study by Bernardo Meza-Torres, Gayathri Delanerolle, Cecilia Okusi, Nikhil Mayor, Sneha Anand, Jack Macartney, Piers Gatenby, Ben Glampson, Martin Chapman, Vasa Curcin, Erik Mayer, Mark Joy, Trisha Greenhalgh, Brendan Delaney, Simon de Lusignan

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Developing a Long COVID Phenotype for Postacute COVID-19 in a National Primary Care Sentinel Cohort: Observational Retrospective Database Analysis by Nikhil Mayor, Bernardo Meza-Torres, Cecilia Okusi, Gayathri Delanerolle, Martin Chapman, Wenjuan Wang, Sneha Anand, Michael Feher, Jack Macartney, Rachel Byford, Mark Joy, Piers Gatenby, Vasa Curcin, Trisha Greenhalgh, Brendan Delaney, Simon de Lusignan

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Effect of on-demand vs continuous prescription of proton pump inhibitors on symptom burden and quality of life: results of a real-world randomized controlled trial in primary care... by Anna Andreasson, Lars Agréus, Nikolaos Mastellos, Grzegorz Bliźniuk, Dorota Waśko-Czopnik, Agapi Angelaki, Eirini Theodosaki, Christos Lionis, Karin Hek, Robert Verheij, Ellen Wright, Stevo Durbaba, Jean Muris, Piotr Bródka, Stanislaw Saganowski, Jean-Francois Ethiér, Vasa Curcin, Brendan Delaney

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Toward a common standard for data and specimen provenance in life sciences by Rudolf Wittner, Petr Holub, Cecilia Mascia, Francesca Frexia, Heimo Müller, Markus Plass, Clare Allocca, Fay Betsou, Tony Burdett, Ibon Cancio, Adriane Chapman, Martin Chapman, Mélanie Courtot, Vasa Curcin, Johann Eder, Mark Elliot, Katrina Exter, Carole Goble, Martin Golebiewski, Bron Kisler, Andreas Kremer, Simone Leo, Sheng Lin‐Gibson, Anna Marsano, Marco Mattavelli, Josh Moore, Hiroki Nakae, Isabelle Perseil, Ayat Salman, James Sluka, Stian Soiland‐Reyes, Caterina Strambio‐De‐Castillia, Michael Sussman, Jason R. Swedlow, Kurt Zatloukal, Jörg Geiger

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LOng COvid Multidisciplinary consortium Optimising Treatments and servIces acrOss the NHS (LOCOMOTION): protocol for a mixed-methods study in the UK by Samantha Jones, Helen Davies, Stavros Petrou, Simon de Lusignan, Carlos Echevarria, Iram Qureshi, Trisha Greenhalgh, Jonathan Clarke, Helen Dawes, Simon de Lusignan, Joseph Kwon, Vasa Curcin, Rory J O'Connor, Brendan Delaney, Clare Rayner, Erik Mayer, Gayathri Delanerolle, Manoj Sivan, Daryl O’Connor, Mike Horton, Sarah Elkin, Julie Lorraine Darbyshire, Mauricio Barahona, Nawar Diar Bakerly, Darren Greenwood, Rachael Evans, Ruairidh Milne, Anton Pick, Ghazala Mir, Nikki Smith, Amy Parkin, Stephen Halpin, Nick Preston, Alexander Casson, Harsha Master, Emma Tucker, Zaccheus Falope, Jacqui Morris, Amy Rebane, Ana Belen Espinosa Gonzalez, Sareeta Baley, Annette Rolls, Emily Bullock, Megan Ball, Shehnaz Bashir, Joanne Elwin, Denys Prociuk, Darren Greenwood Ben Glampson, Mae Mansoubi

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Digital home monitoring for capturing daily fluctuation of symptoms; a longitudinal repeated measures study: Long Covid Multi-disciplinary Consortium to Optimise Treatments and Ser... by Samantha Jones, Helen Davies, Stavros Petrou, Simon de Lusignan, Carlos Echevarria, Iram Qureshi, Trisha Greenhalgh, Jonathan Clarke, Johnny Collett, Helen Dawes, Ben Glampson, Joseph Kwon, Vasa Curcin, Brendan Delaney, Clare Rayner, Erik Mayer, Gayathri Delanerolle, Manoj Sivan, Daryl O’Connor, Darren C Greenwood, Mike Horton, Sarah Elkin, Mauricio Barahona, Nawar Diar Bakerly, Rachael Evans, Ruairidh Milne, Anton Pick, Ghazala Mir, Joanna Dawes, Amy Parkin, Stephen Halpin, Nick Preston, Alexander Casson, Tomas Ward, Harsha Master, Emma Tucker, Maedeh Mansoubi, Aishwarya Bhatia, Himanshu Vashisht, Leisle Ezekiel, Phaedra Leveridge, Flo Read, Ian Tuckerbell, Willie Muhlhausen, Zaccheus Falope, Jacqui Morris, Amy Rebane, Ana Belen Espinosa Gonzalez, Sareeta Baley, Annette Rolls, Emily Bullock, Megan Ball, Shehnaz Bashir, Joanne Elwin, Denys Prociuk

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Physical, cognitive, and social triggers of symptom fluctuations in people living with long COVID: an intensive longitudinal cohort studyResearch in context by Darren C. Greenwood, Maedeh Mansoubi, Nawar D. Bakerly, Aishwarya Bhatia, Johnny Collett, Helen E. Davies, Joanna Dawes, Brendan Delaney, Leisle Ezekiel, Phaedra Leveridge, Ghazala Mir, Willie Muhlhausen, Clare Rayner, Flo Read, Janet T. Scott, Manoj Sivan, Ian Tucker–Bell, Himanshu Vashisht, Tomás Ward, Daryl B. O'Connor, Helen Dawes, Nawar D. Bakerly, Kumaran Balasundaram, Megan Ball, Mauricio Barahona, Alexander Casson, Jonathan Clarke, Karen Cook, Rowena Cooper, Vasa Curcin, Julie Darbyshire, Helen E. Davies, Helen Dawes, Simon de Lusignan, Brendan Delaney, Carlos Echevarria, Sarah Elkin, Ana Belen Espinosa Gonzalez, Rachael Evans, Sophie Evans, Zacchaeus Falope, Ben Glampson, Madeline Goodwin, Trish Greenhalgh, Darren C. Greenwood, Stephen Halpin, Juliet Harris, Will Hinton, Mike Horton, Samantha Jones, Joseph Kwon, Cassie Lee, Ashliegh Lovett, Mae Mansoubi, Victoria Masey, Harsha Master, Erik Mayer, Bernardo Meza-Torres, Ruairidh Milne, Ghazala Mir, Jacqui Morris, Adam Mosley, Jordan Mullard, Daryl O'Connor, Rory O'Connor, Thomas Osborne, Amy Parkin, Stavros Petrou, Anton Pick, Denys Prociuk, Clare Rayner, Amy Rebane, Natalie Rogers, Janet T. Scott, Manoj Sivan, Adam B. Smith, Nikki Smith, Emma Tucker, Ian Tucker-Bell, Paul Williams, Darren Winch, Conor Wood

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