A random forest based biomarker discovery and power analysis framework for diagnostics research von Acharjee, Animesh, Larkman, Joseph, Xu, Yuanwei, Cardoso, Victor Roth, Gkoutos, Georgios V

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Eligibility for early rhythm control in patients with atrial fibrillation in the UK Biobank von Kany, Shinwan, Cardoso, Victor Roth, Bravo, Laura, Williams, John A, Schnabel, Renate, Fabritz, Larissa, Gkoutos, Georgios V, Kirchhof, Paulus

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Redefining β-blocker response in heart failure patients with sinus rhythm and atrial fibrillation: a machine learning cluster analysis von Karwath, Andreas, Bunting, Karina V, Gill, Simrat K, Tica, Otilia, Pendleton, Samantha, Aziz, Furqan, Barsky, Andrey D, Chernbumroong, Saisakul, Duan, Jinming, Mobley, Alastair R, Cardoso, Victor Roth, Slater, Karin, Williams, John A, Bruce, Emma-Jane, Wang, Xiaoxia, Flather, Marcus D, Coats, Andrew J S, Gkoutos, Georgios V, Kotecha, Dipak

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Smartphone detection of atrial fibrillation using photoplethysmography: a systematic review and meta-analysis von Gill, Simrat, Bunting, Karina V, Sartini, Claudio, Cardoso, Victor Roth, Ghoreishi, Narges, Uh, Hae-Won, Williams, John A, Suzart-Woischnik, Kiliana, Banerjee, Amitava, Asselbergs, Folkert W, Eijkemans, MJC, Gkoutos, Georgios V, Kotecha, Dipak

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Correction: Evaluating the detection ability of a range of epistasis detection methods on simulated data for pure and impure epistatic models von Russ, Dominic, Williams, John A, Cardoso, Victor Roth, Bravo-Merodio, Laura, Pendleton, Samantha C, Aziz, Furqan, Acharjee, Animesh, Gkoutos, Georgios V

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Evaluating the detection ability of a range of epistasis detection methods on simulated data for pure and impure epistatic models von Russ, Dominic, Williams, John A, Cardoso, Victor Roth, Bravo-Merodio, Laura, Pendleton, Samantha C, Aziz, Furqan, Acharjee, Animesh, Gkoutos, Georgios V

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Early onset of immune-mediated diseases in minority ethnic groups in the UK von Sharma-Oates, Archana, Zemedikun, Dawit T, Kumar, Kanta, Reynolds, John A, Jain, Avinash, Raza, Karim, Williams, John A, Bravo, Laura, Cardoso, Victor Roth, Gkoutos, Georgios, Nirantharakumar, Krishnarajah, Lord, Janet M

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Multimorbidity prediction using link prediction von Aziz, Furqan, Cardoso, Victor Roth, Bravo-Merodio, Laura, Russ, Dominic, Pendleton, Samantha C., Williams, John A., Acharjee, Animesh, Gkoutos, Georgios V.

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Outcomes of Early Rhythm Control Therapy in Patients With Atrial Fibrillation and a High Comorbidity Burden in Large Real-World Cohorts von Dickow, Jannis, Kany, Shinwan, Roth Cardoso, Victor, Ellinor, Patrick T., Gkoutos, Georgios V., Van Houten, Holly K., Kirchhof, Paulus, Metzner, Andreas, Noseworthy, Peter A., Yao, Xiaoxi, Rillig, Andreas

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A Causal Web between Chronotype and Metabolic Health Traits von Williams, John A, Russ, Dominic, Bravo-Merodio, Laura, Cardoso, Victor Roth, Pendleton, Samantha C, Aziz, Furqan, Acharjee, Animesh, Gkoutos, Georgios V

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PITX2 deficiency leads to atrial mitochondrial dysfunction von Reyat, Jasmeet S, Sommerfeld, Laura C, O'Reilly, Molly, Roth Cardoso, Victor, Thiemann, Ellen, Khan, Abdullah O, O'Shea, Christopher, Harder, Sönke, Müller, Christian, Barlow, Jonathan, Stapley, Rachel J, Chua, Winnie, Kabir, S Nashitha, Grech, Olivia, Hummel, Oliver, Hübner, Norbert, Kääb, Stefan, Mont, Lluis, Hatem, Stéphane N, Winters, Joris, Zeemering, Stef, Morgan, Neil V, Rayes, Julie, Gehmlich, Katja, Stoll, Monika, Brand, Theresa, Schweizer, Michaela, Piasecki, Angelika, Schotten, Ulrich, Gkoutos, Georgios V, Lorenz, Kristina, Cuello, Friederike, Kirchhof, Paulus, Fabritz, Larissa

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Use of the over-the-scope-clip (OTSC) in non-variceal upper gastrointestinal bleeding in patients with severe cardiovascular comorbidities: a retrospective study von Wedi, Edris, von Renteln, Daniel, Gonzalez, Susana, Tkachenko, Olena, Jung, Carlo, Orkut, Sinan, Roth, Victor, Tumay, Selin, Hochberger, Juergen

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128 Desmosomal instability increases atrial arrhythmia susceptibility after endurance training von Hepburn, Claire, Syeda, Fahima, Yu, Ting, Holmes, Andrew P, Roth, Victor Cardoso, Wright, Thomas, Kabir, Syeeda Nashitha, Menon, Priyanka, Wells, Simon, Vloumidi, Eleni, Apicella, Clara, Lutz, Susanne, Fortmueller, Lisa, Isaacs, Aaron, Stoll, Monika, Gkoutos, Georgios, Pavlovic, Davor, Kirchhof, Paulus, Fabritz, Larissa

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Single-center retrospective assessment of robotic-assisted simultaneous pancreas-kidney transplants: Exploring clinical utility von Spaggiari, Mario, Martinino, Alessandro, Petrochenkov, Egor, Bencini, Giulia, Zhang, Jing Chen, Cardoso, Victor Roth, Akshelyan, Stepan, Di Cocco, Pierpaolo, Almario-Alvarez, Jorge, Tzvetanov, Ivo, Benedetti, Enrico

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Evaluation and improvement of the National Early Warning Score (NEWS2) for COVID-19: a multi-hospital study von Carr, Ewan, Bendayan, Rebecca, Bean, Daniel, Stammers, Matt, Wang, Wenjuan, Zhang, Huayu, Searle, Thomas, Kraljevic, Zeljko, Shek, Anthony, Phan, Hang T T, Muruet, Walter, Gupta, Rishi K, Shinton, Anthony J, Wyatt, Mike, Shi, Ting, Zhang, Xin, Pickles, Andrew, Stahl, Daniel, Zakeri, Rosita, Noursadeghi, Mahdad, O'Gallagher, Kevin, Rogers, Matt, Folarin, Amos, Karwath, Andreas, Wickstrøm, Kristin E, Köhn-Luque, Alvaro, Slater, Luke, Cardoso, Victor Roth, Bourdeaux, Christopher, Holten, Aleksander Rygh, Ball, Simon, McWilliams, Chris, Roguski, Lukasz, Borca, Florina, Batchelor, James, Amundsen, Erik Koldberg, Wu, Xiaodong, Gkoutos, Georgios V, Sun, Jiaxing, Pinto, Ashwin, Guthrie, Bruce, Breen, Cormac, Douiri, Abdel, Wu, Honghan, Curcin, Vasa, Teo, James T, Shah, Ajay M, Dobson, Richard J B

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Artificial intelligence to enhance clinical value across the spectrum of cardiovascular healthcare von Gill, Simrat K, Karwath, Andreas, Uh, Hae-Won, Cardoso, Victor Roth, Gu, Zhujie, Barsky, Andrey, Slater, Luke, Acharjee, Animesh, Duan, Jinming, Dall'Olio, Lorenzo, el Bouhaddani, Said, Chernbumroong, Saisakul, Stanbury, Mary, Haynes, Sandra, Asselbergs, Folkert W, Grobbee, Diederick E, Eijkemans, Marinus J C, Gkoutos, Georgios V, Kotecha, Dipak

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Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score von Seeliger, Barbara, Mutter, Didier, Philouze, Guillaume, Pessaux, Patrick

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Single-centre review of the management of intra-thoracic oesophageal perforation in a tertiary oesophageal unit: paradigm shift, short- and long-term outcomes over 15 years von Charalampakis, Vasileios, Cardoso, Victor Roth, Sharples, Alistair, Khalid, Maha, Dickerson, Luke, Wiggins, Tom, Gkoutos, Georgios V., Tucker, Olga, Super, Paul, Richardson, Martin, Nijjar, Rajwinder, Singhal, Rishi

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Smartphone detection of atrial fibrillation using photoplethysmography: a systematic review and meta-analysis von Gill, Simrat, Bunting, Karina V, Sartini, Claudio, Cardoso, Victor Roth, Ghoreishi, Narges, Uh, Hae-Won, Williams, John A, Suzart-Woischnik, Kiliana, Banerjee, Amitava, Asselbergs, Folkert W, Eijkemans, Mjc, Gkoutos, Georgios V, Kotecha, Dipak

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Safety outcomes of bariatric surgery in patients with advanced organ disease: the ONWARD study: a prospective cohort study von Singhal, Rishi, Cardoso, Victor Roth, Wiggins, Tom, Rajeev, Yashasvi, Ludwig, Christian, Gkoutos, Georgios V, Hanif, Wasim, Mahawar, Kamal

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