A comprehensive survey and comparative analysis of time series data augmentation in medical wearable computing. by Md Abid Hasan, Frédéric Li, Philip Gouverneur, Artur Piet, Marcin Grzegorzek

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The detection of alcohol intoxication using electrooculography signals from smart glasses and machine learning techniques by Rafał J. Doniec, Natalia Piaseczna, Konrad Duraj, Szymon Sieciński, Muhammad Tausif Irshad, Ilona Karpiel, Mirella Urzeniczok, Xinyu Huang, Artur Piet, Muhammad Adeel Nisar, Marcin Grzegorzek

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Predicting executive functioning from walking features in Parkinson’s disease using machine learning by Artur Piet, Johanna Geritz, Pascal Garcia, Mona Irsfeld, Frédéric Li, Xinyu Huang, Muhammad Tausif Irshad, Julius Welzel, Clint Hansen, Walter Maetzler, Marcin Grzegorzek, Nico Bunzeck

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Digital biomarkers for interstitial glucose prediction in healthy individuals using wearables and machine learning by Xinyu Huang, Franziska Schmelter, Christian Seitzer, Lars Martensen, Hans Otzen, Artur Piet, Oliver Witt, Torsten Schröder, Ulrich L. Günther, Lisa Marshall, Marcin Grzegorzek, Christian Sina

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Mixed-methods process evaluation of a proactive approach to healthcare in Parkinson’s disease—ParkProReakt: a protocol of a hybrid efficacy-implementation study by Xinyu Huang, Max Geraedts, Elke Kalbe, Carsten Eggers, David José Pedrosa, Ann-Kristin Folkerts, Marcin Grzegorzek, Marlena van Munster, Johanne Stümpel, Natalie Altschuck, Ingmar Wellach, Hannes Boebinger, Anna Pedrosa, Kati Niemand, Dirk Becker, Nicole Pohlschmidt, Isabel Doblinger, Kristina Schmidt, Daniel Wolferts, Marius Nisslmueller, Gennet Beer, Mohammad Osman Ashraf, Florian Eberhardt, Rebecca Wichartz, Birgit Samans, Volker Gross, Keywan Sohrabi, Linda Kerkemeyer, Uemran Seven, Paulina Olgemoeller, Artur Piet, Mona Irsfeld, Marlena van Munster

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