ROAD TRAFFIC ESTIMATION USING BLUETOOTH SENSORS by Monika N. BUGDOL, Marcin D. BUGDOL, Marcin GRZEGORZEK, Andrzej W. MITAS

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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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A state-of-the-art review of diffusion model applications for microscopic image and micro-alike image analysis by Yan Liu, Tao Jiang, Rui Li, Lingling Yuan, Marcin Grzegorzek, Chen Li, Xiaoyan Li

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Effectiveness of fermentation broth of Cordyceps sinensis for primary insomnia: a randomized clinical trial with digital health tool by Shuting Zhao, Ziqian Wang, Ziqian Wang, Xiaxia Fan, Xiaxia Fan, Xuanhao Shu, Xuanhao Shu, Qiao Chen, Yibo Zhou, Yongzhi Fu, Zheng Yu, Marcin Grzegorzek, Marcin Grzegorzek, Xinyu Huang, Chengwen Zheng, Chengwen Zheng, Yanxiong Gan, Chuanbiao Wen, Chuanbiao Wen

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Causal relationship between bulimia nervosa and microstructural white matter: evidence from Mendelian randomization by Yiling Wang, Xinghao Wang, Jiani Wang, Weihua Li, Qian Chen, Zhanjiang Li, Lirong Tang, Marcin Grzegorzek, Wenjuan Liu, Zhenchang Wang, Peng Zhang

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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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Role of artificial intelligence in digital pathology for gynecological cancers by Ya-Li Wang, Song Gao, Qian Xiao, Chen Li, Marcin Grzegorzek, Ying-Ying Zhang, Xiao-Han Li, Ye Kang, Fang-Hua Liu, Dong-Hui Huang, Ting-Ting Gong, Qi-Jun Wu

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Artificial Intelligence Performance in Image-Based Cancer Identification: Umbrella Review of Systematic Reviews by He-Li Xu, Ting-Ting Gong, Xin-Jian Song, Qian Chen, Qi Bao, Wei Yao, Meng-Meng Xie, Chen Li, Marcin Grzegorzek, Yu Shi, Hong-Zan Sun, Xiao-Han Li, Yu-Hong Zhao, Song Gao, Qi-Jun Wu

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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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