Generating unseen diseases patient data using ontology enhanced generative adversarial networks by Chang Sun, Michel Dumontier

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Audio-Language Datasets of Scenes and Events: A Survey by Gijs Wijngaard, Elia Formisano, Michele Esposito, Michel Dumontier

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TAPS Responsibility matrix: a tool for responsible data science by design by Visara Urovi, Remzi Celebi, Chang Sun, Parveen Kumar, Linda Rieswijk, Michael Erard, Arif Yilmaz, Kody Moodley, Michel Dumontier

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Ten simple rules for making training materials FAIR. by Leyla Garcia, Bérénice Batut, Melissa L Burke, Mateusz Kuzak, Fotis Psomopoulos, Ricardo Arcila, Teresa K Attwood, Niall Beard, Denise Carvalho-Silva, Alexandros C Dimopoulos, Victoria Dominguez Del Angel, Michel Dumontier, Kim T Gurwitz, Roland Krause, Peter McQuilton, Loredana Le Pera, Sarah L Morgan, Päivi Rauste, Allegra Via, Pascal Kahlem, Gabriella Rustici, Celia W G van Gelder, Patricia M Palagi

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Identifiers for the 21st century: How to design, provision, and reuse persistent identifiers to maximize utility and impact of life science data. by Julie A McMurry, Nick Juty, Niklas Blomberg, Tony Burdett, Tom Conlin, Nathalie Conte, Mélanie Courtot, John Deck, Michel Dumontier, Donal K Fellows, Alejandra Gonzalez-Beltran, Philipp Gormanns, Jeffrey Grethe, Janna Hastings, Jean-Karim Hériché, Henning Hermjakob, Jon C Ison, Rafael C Jimenez, Simon Jupp, John Kunze, Camille Laibe, Nicolas Le Novère, James Malone, Maria Jesus Martin, Johanna R McEntyre, Chris Morris, Juha Muilu, Wolfgang Müller, Philippe Rocca-Serra, Susanna-Assunta Sansone, Murat Sariyar, Jacky L Snoep, Stian Soiland-Reyes, Natalie J Stanford, Neil Swainston, Nicole Washington, Alan R Williams, Sarala M Wimalaratne, Lilly M Winfree, Katherine Wolstencroft, Carole Goble, Christopher J Mungall, Melissa A Haendel, Helen Parkinson

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The Ontology for Biomedical Investigations. by Anita Bandrowski, Ryan Brinkman, Mathias Brochhausen, Matthew H Brush, Bill Bug, Marcus C Chibucos, Kevin Clancy, Mélanie Courtot, Dirk Derom, Michel Dumontier, Liju Fan, Jennifer Fostel, Gilberto Fragoso, Frank Gibson, Alejandra Gonzalez-Beltran, Melissa A Haendel, Yongqun He, Mervi Heiskanen, Tina Hernandez-Boussard, Mark Jensen, Yu Lin, Allyson L Lister, Phillip Lord, James Malone, Elisabetta Manduchi, Monnie McGee, Norman Morrison, James A Overton, Helen Parkinson, Bjoern Peters, Philippe Rocca-Serra, Alan Ruttenberg, Susanna-Assunta Sansone, Richard H Scheuermann, Daniel Schober, Barry Smith, Larisa N Soldatova, Christian J Stoeckert, Chris F Taylor, Carlo Torniai, Jessica A Turner, Randi Vita, Patricia L Whetzel, Jie Zheng

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Finding our way through phenotypes. by Andrew R Deans, Suzanna E Lewis, Eva Huala, Salvatore S Anzaldo, Michael Ashburner, James P Balhoff, David C Blackburn, Judith A Blake, J Gordon Burleigh, Bruno Chanet, Laurel D Cooper, Mélanie Courtot, Sándor Csösz, Hong Cui, Wasila Dahdul, Sandip Das, T Alexander Dececchi, Agnes Dettai, Rui Diogo, Robert E Druzinsky, Michel Dumontier, Nico M Franz, Frank Friedrich, George V Gkoutos, Melissa Haendel, Luke J Harmon, Terry F Hayamizu, Yongqun He, Heather M Hines, Nizar Ibrahim, Laura M Jackson, Pankaj Jaiswal, Christina James-Zorn, Sebastian Köhler, Guillaume Lecointre, Hilmar Lapp, Carolyn J Lawrence, Nicolas Le Novère, John G Lundberg, James Macklin, Austin R Mast, Peter E Midford, István Mikó, Christopher J Mungall, Anika Oellrich, David Osumi-Sutherland, Helen Parkinson, Martín J Ramírez, Stefan Richter, Peter N Robinson, Alan Ruttenberg, Katja S Schulz, Erik Segerdell, Katja C Seltmann, Michael J Sharkey, Aaron D Smith, Barry Smith, Chelsea D Specht, R Burke Squires, Robert W Thacker, Anne Thessen, Jose Fernandez-Triana, Mauno Vihinen, Peter D Vize, Lars Vogt, Christine E Wall, Ramona L Walls, Monte Westerfeld, Robert A Wharton, Christian S Wirkner, James B Woolley, Matthew J Yoder, Aaron M Zorn, Paula Mabee

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