SARS-CoV-2 antibodies and breakthrough infections in the Virus Watch cohort by Robert W. Aldridge, Alexei Yavlinsky, Vincent Nguyen, Max T. Eyre, Madhumita Shrotri, Annalan M. D. Navaratnam, Sarah Beale, Isobel Braithwaite, Thomas Byrne, Jana Kovar, Ellen Fragaszy, Wing Lam Erica Fong, Cyril Geismar, Parth Patel, Alison Rodger, Anne M. Johnson, Andrew Hayward

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Correction to: Sputum ACE2, TMPRSS2 and FURIN gene expression in severe neutrophilic asthma by Nazanin Zounemat Kermani, Woo-Jung Song, Yusef Badi, Ali Versi, Yike Guo, Kai Sun, Pank Bhavsar, Peter Howarth, Sven-Erik Dahlen, Peter J. Sterk, Ratko Djukanovic, Ian M. Adcock, Kian Fan Chung, U-BIOPRED Consortium

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The impact of contact tracing and household bubbles on deconfinement strategies for COVID-19 by Lander Willem, Steven Abrams, Pieter J. K. Libin, Pietro Coletti, Elise Kuylen, Oana Petrof, Signe Møgelmose, James Wambua, Sereina A. Herzog, Christel Faes, Philippe Beutels, Niel Hens

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Symptom profiles of community cases infected by influenza, RSV, rhinovirus, seasonal coronavirus, and SARS-CoV-2 variants of concern by Cyril Geismar, Vincent Nguyen, Ellen Fragaszy, Madhumita Shrotri, Annalan M. D. Navaratnam, Sarah Beale, Thomas E. Byrne, Wing Lam Erica Fong, Alexei Yavlinsky, Jana Kovar, Susan Hoskins, Isobel Braithwaite, Robert W. Aldridge, Andrew C. Hayward

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Intent Classification by the Use of Automatically Generated Knowledge Graphs by Mihael Arcan, Sampritha Manjunath, Cécile Robin, Ghanshyam Verma, Devishree Pillai, Simon Sarkar, Sourav Dutta, Haytham Assem, John P. McCrae, Paul Buitelaar

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Mutational signatures are markers of drug sensitivity of cancer cells by Jurica Levatić, Marina Salvadores, Francisco Fuster-Tormo, Fran Supek

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Differential Risk of SARS-CoV-2 Infection by Occupation: Evidence from the Virus Watch prospective cohort study in England and Wales by Sarah Beale, Susan Hoskins, Thomas Byrne, Wing Lam Erica Fong, Ellen Fragaszy, Cyril Geismar, Jana Kovar, Annalan M. D. Navaratnam, Vincent Nguyen, Parth Patel, Alexei Yavlinsky, Anne M. Johnson, Martie Van Tongeren, Robert W. Aldridge, Andrew Hayward, the Virus Watch Collaborative

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Corrections to “A Robust Comparative Analysis of Graph Neural Networks on Dynamic Link Prediction” by Joakim Skarding, Matthew Hellmich, Bogdan Gabrys, Katarzyna Musial

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Exploring the Microbiome Analysis and Visualization Landscape by Jannes Peeters, Olivier Thas, Ziv Shkedy, Leyla Kodalci, Connie Musisi, Olajumoke Evangelina Owokotomo, Aleksandra Dyczko, Aleksandra Dyczko, Ibrahim Hamad, Ibrahim Hamad, Jaco Vangronsveld, Jaco Vangronsveld, Markus Kleinewietfeld, Markus Kleinewietfeld, Sofie Thijs, Jan Aerts

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A data-driven metapopulation model for the Belgian COVID-19 epidemic: assessing the impact of lockdown and exit strategies by Pietro Coletti, Pieter Libin, Oana Petrof, Lander Willem, Steven Abrams, Sereina A. Herzog, Christel Faes, Elise Kuylen, James Wambua, Philippe Beutels, Niel Hens

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Symptom profiles and accuracy of clinical case definitions for COVID-19 in a community cohort: results from the Virus Watch study [version 1; peer review: 2 approved] by Vincent Nguyen, Anna Aryee, Parth Patel, Sarah Beale, Eleni Nastouli, Wing Lam Erica Fong, Max T. Eyre, Pia Hardelid, Jo Gibbs, Isobel Braithwaite, Vasileios Lampos, Cyril Geismar, Ellen Fragaszy, Madhumita Shrotri, Thomas Byrne, Annalan M.D. Navaratnam, Jana Kovar, Andrew Hayward, Robert W. Aldridge

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Social media spammer identification using deep learning by Santhosh Kumar Ch.N., Kiran Aryan, Kumar Vinay, Somnath, Suneel Sajja

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Not All Lies Are Equal. A Study Into the Engineering of Political Misinformation in the 2016 US Presidential Election by Axel Oehmichen, Kevin Hua, Julio Amador Diaz Lopez, Miguel Molina-Solana, Juan Gomez-Romero, Yi-ke Guo

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Modelling the early phase of the Belgian COVID-19 epidemic using a stochastic compartmental model and studying its implied future trajectories by Steven Abrams, James Wambua, Eva Santermans, Lander Willem, Elise Kuylen, Pietro Coletti, Pieter Libin, Christel Faes, Oana Petrof, Sereina A. Herzog, Philippe Beutels, Niel Hens

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The impact of national and international travel on spatio-temporal transmission of SARS-CoV-2 in Belgium in 2021 by Minh Hanh Nguyen, Thi Huyen Trang Nguyen, Geert Molenberghs, Steven Abrams, Niel Hens, Christel Faes

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Opening up ideas: an advent calendar for patient and public engagement in clinical trials research by Nicola L. Harman, Kerrie McGiveron, Catrin Tudur Smith, Paula R. Williamson, Heather Barrington

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Bayesian reconstruction of SARS-CoV-2 transmissions highlights substantial proportion of negative serial intervals by Cyril Geismar, Vincent Nguyen, Ellen Fragaszy, Madhumita Shrotri, Annalan M.D. Navaratnam, Sarah Beale, Thomas E. Byrne, Wing Lam Erica Fong, Alexei Yavlinsky, Jana Kovar, Susan Hoskins, Isobel Braithwaite, Robert W. Aldridge, Andrew C. Hayward, Peter J. White, Thibaut Jombart, Anne Cori

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Serial interval of COVID-19 and the effect of Variant B.1.1.7: analyses from prospective community cohort study (Virus Watch) [version 1; peer review: 2 approved] by Cyril Geismar, Ellen Fragaszy, Vincent Nguyen, Wing Lam Erica Fong, Madhumita Shrotri, Sarah Beale, Alison Rodger, Vasileios Lampos, Thomas Byrne, Jana Kovar, Annalan M D Navaratnam, Parth Patel, Robert W Aldridge, Andrew Hayward, on behalf of Virus Watch Collaborative

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Using Support Vector Machine on EEG for Advertisement Impact Assessment by Zhen Wei, Chao Wu, Chao Wu, Xiaoyi Wang, Akara Supratak, Pan Wang, Yike Guo

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Neurocognition-inspired design with machine learning by Pan Wang, Shuo Wang, Danlin Peng, Liuqing Chen, Chao Wu, Zhen Wei, Peter Childs, Yike Guo, Ling Li

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