A qualitative evaluation of the national rollout of a diabetes prevention programme in England by Lisa Brunton, Claudia Soiland-Reyes, Paul Wilson

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Fostering Scientific Workflow Preservation through Discovery of Substitute Services. by Belhajjame, K, Goble, C, Soiland-Reyes, S, Roure, D

Incrementally building FAIR Digital Objects with Specimen Data Refinery workflows by Oliver Woolland, Paul Brack, Stian Soiland-Reyes, Ben Scott, Laurence Livermore

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Enhancing RDM in Galaxy by integrating RO-Crate by Paul De Geest, Frederik Coppens, Stian Soiland-Reyes, Ignacio Eguinoa, Simone Leo

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Semantic micro-contributions with decentralized nanopublication services by Tobias Kuhn, Ruben Taelman, Vincent Emonet, Haris Antonatos, Stian Soiland-Reyes, Michel Dumontier

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Updating Linked Data practices for FAIR Digital Object principles by Stian Soiland-Reyes, Leyla Jael Castro, Daniel Garijo, Marc Portier, Carole Goble, Paul Groth

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‘Going the distance’: an independent cohort study of engagement and dropout among the first 100 000 referrals into a large-scale diabetes prevention program by Rachel Meacock, Evangelos Kontopantelis, William Whittaker, Sarah Cotterill, Elizabeth Howarth, Peter J Bower, Claudia Soiland-Reyes

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CaGrid Workflow Toolkit: A taverna based workflow tool for cancer grid by Sulakhe Dinanath, Soiland-Reyes Stian, Nenadic Alexandra, Madduri Ravi, Tan Wei, Foster Ian, Goble Carole A

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Creating lightweight FAIR Digital Objects with RO-Crate by Stian Soiland-Reyes, Peter Sefton, Leyla Jael Castro, Frederik Coppens, Daniel Garijo, Simone Leo, Marc Portier, Paul Groth

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Referral to the NHS Diabetes Prevention Programme and conversion from nondiabetic hyperglycaemia to type 2 diabetes mellitus in England: A matched cohort analysis. by Rathi Ravindrarajah, Matt Sutton, David Reeves, Sarah Cotterill, Emma Mcmanus, Rachel Meacock, William Whittaker, Claudia Soiland-Reyes, Simon Heller, Peter Bower, Evangelos Kontopantelis

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Reflections of patient and public involvement from a commissioned research project evaluating a nationally implemented NHS programme focused on diabetes prevention by Rhiannon E. Hawkes, Caroline Sanders, Claudia Soiland-Reyes, Lisa Brunton, Kelly Howells, Sarah Cotterill, Carole Bennett, Eric Lowndes, Manoj Mistry, Helen Wallworth, Peter Bower

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Robust Cross-Platform Workflows: How Technical and Scientific Communities Collaborate to Develop, Test and Share Best Practices for Data Analysis by Steffen Möller, Stuart W. Prescott, Lars Wirzenius, Petter Reinholdtsen, Brad Chapman, Pjotr Prins, Stian Soiland-Reyes, Fabian Klötzl, Andrea Bagnacani, Matúš Kalaš, Andreas Tille, Michael R. Crusoe

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Ten simple rules for making a software tool workflow-ready. by Paul Brack, Peter Crowther, Stian Soiland-Reyes, Stuart Owen, Douglas Lowe, Alan R Williams, Quentin Groom, Mathias Dillen, Frederik Coppens, Björn Grüning, Ignacio Eguinoa, Philip Ewels, Carole Goble

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Performing statistical analyses on quantitative data in Taverna workflows: An example using R and maxdBrowse to identify differentially-expressed genes from microarray data by Pocock Matthew R, Oinn Tom, Withers David, Owen Stuart, Soiland-Reyes Stian, Wassink Ingo, Velarde Giles, Castrillo Juan I, Li Peter, Goble Carole A, Oliver Stephen G, Kell Douglas B

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Federated causal inference based on real-world observational data sources: application to a SARS-CoV-2 vaccine effectiveness assessment by Marjan Meurisse, Francisco Estupiñán-Romero, Javier González-Galindo, Natalia Martínez-Lizaga, Santiago Royo-Sierra, Simon Saldner, Lorenz Dolanski-Aghamanoukjan, Alexander Degelsegger-Marquez, Stian Soiland-Reyes, Nina Van Goethem, Enrique Bernal-Delgado, for the BeYond-COVID project

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COMBINE archive and OMEX format: one file to share all information to reproduce a modeling project by Bergmann, F, Adams, R, Moodie, S, Cooper, J, Glont, M, Golebiewski, M, Hucka, M, Laibe, C, Miller, A, Nickerson, D, al, e, Olivier, B, Rodriguez, N, Sauro, H, Scharm, M, Soiland-Reyes, S, Waltemath, D, Yvon, F, Le Novère, N

Structuring research methods and data with the research object model: genomics workflows as a case study by Hettne, K, Dharuri, H, Zhao, J, Wolstencroft, K, Belhajjame, K, Soiland-Reyes, S, Mina, E, Thompson, M, Cruickshank, D, Verdes-Montenegro, L, Garrido, J, De Roure, D, Corcho, O, Klyne, G, Van Schouwen, R, 'T Hoen, P, Bechhofer, S, Goble, C, Roos, M

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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Enabling precision medicine via standard communication of HTS provenance, analysis, and results. by Gil Alterovitz, Dennis Dean, Carole Goble, Michael R Crusoe, Stian Soiland-Reyes, Amanda Bell, Anais Hayes, Anita Suresh, Anjan Purkayastha, Charles H King, Dan Taylor, Elaine Johanson, Elaine E Thompson, Eric Donaldson, Hiroki Morizono, Hsinyi Tsang, Jeet K Vora, Jeremy Goecks, Jianchao Yao, Jonas S Almeida, Jonathon Keeney, KanakaDurga Addepalli, Konstantinos Krampis, Krista M Smith, Lydia Guo, Mark Walderhaug, Marco Schito, Matthew Ezewudo, Nuria Guimera, Paul Walsh, Robel Kahsay, Srikanth Gottipati, Timothy C Rodwell, Toby Bloom, Yuching Lai, Vahan Simonyan, Raja Mazumder

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Umbrella Data Management Plans to Integrate FAIR Data: Lessons From the ISIDORe and BY-COVID Consortia for Pandemic Preparedness by Romain David, Audrey S. Richard, Claire Connellan, Katharina B. Lauer, Maria Luisa Chiusano, Carole Goble, Martin Houde, Isabel Kemmer, Antje Keppler, Philippe Lieutaud, Christian Ohmann, Maria Panagiotopoulou, Sara Raza Khan, Arina Rybina, Stian Soiland-Reyes, Charlotte Wit, Rudolf Wittner, Rafael Andrade Buono, Sarah Arnaud Marsh, Pauline Audergon, Dylan Bonfils, Jose-Maria Carazo, Remi Charrel, Frederik Coppens, Wolfgang Fecke, Claudia Filippone, Eva Garcia Alvarez, Sheraz Gul, Henning Hermjakob, Katja Herzog, Petr Holub, Lukasz Kozera, Allyson L. Lister, José López-Coronado, Bénédicte Madon, Kurt Majcen, William Martin, Wolfgang Müller, Elli Papadopoulou, Christine M.A. Prat, Paolo Romano, Susanna-Assunta Sansone, Gary Saunders, Niklas Blomberg, Jonathan Ewbank

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