Machine learning for subtype definition and risk prediction in heart failure, acute coronary syndromes and atrial fibrillation: systematic review of validity and clinical utility by Amitava Banerjee, Suliang Chen, Ghazaleh Fatemifar, Mohamad Zeina, R. Thomas Lumbers, Johanna Mielke, Simrat Gill, Dipak Kotecha, Daniel F. Freitag, Spiros Denaxas, Harry Hemingway

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Author Correction: Rare genetic variants affecting urine metabolite levels link population variation to inborn errors of metabolism by Yurong Cheng, Pascal Schlosser, Johannes Hertel, Peggy Sekula, Peter J. Oefner, Ute Spiekerkoetter, Johanna Mielke, Daniel F. Freitag, Miriam Schmidts, GCKD Investigators, Florian Kronenberg, Kai-Uwe Eckardt, Ines Thiele, Yong Li, Anna Köttgen

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Rare genetic variants affecting urine metabolite levels link population variation to inborn errors of metabolism by Yurong Cheng, Pascal Schlosser, Johannes Hertel, Peggy Sekula, Peter J. Oefner, Ute Spiekerkoetter, Johanna Mielke, Daniel F. Freitag, Miriam Schmidts, GCKD Investigators, Florian Kronenberg, Kai-Uwe Eckardt, Ines Thiele, Yong Li, Anna Köttgen

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Environmental and genetic predictors of human cardiovascular ageing by Mit Shah, Marco H. de A. Inácio, Chang Lu, Pierre-Raphaël Schiratti, Sean L. Zheng, Adam Clement, Antonio de Marvao, Wenjia Bai, Andrew P. King, James S. Ware, Martin R. Wilkins, Johanna Mielke, Eren Elci, Ivan Kryukov, Kathryn A. McGurk, Christian Bender, Daniel F. Freitag, Declan P. O’Regan

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Cohort design and natural language processing to reduce bias in electronic health records research by Shaan Khurshid, Christopher Reeder, Lia X. Harrington, Pulkit Singh, Gopal Sarma, Samuel F. Friedman, Paolo Di Achille, Nathaniel Diamant, Jonathan W. Cunningham, Ashby C. Turner, Emily S. Lau, Julian S. Haimovich, Mostafa A. Al-Alusi, Xin Wang, Marcus D. R. Klarqvist, Jeffrey M. Ashburner, Christian Diedrich, Mercedeh Ghadessi, Johanna Mielke, Hanna M. Eilken, Alice McElhinney, Andrea Derix, Steven J. Atlas, Patrick T. Ellinor, Anthony A. Philippakis, Christopher D. Anderson, Jennifer E. Ho, Puneet Batra, Steven A. Lubitz

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