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Publications

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  1. Md Abid Hasan; Frédéric Li; Vivian Tetzlaff-Lelleck; Franziska Schmelter; Greta Marie Ahlemann; Lennart Jablonski; Xinyu Huang; Christian Sina; Marcin Grzegorzek

    Deep-learning-based Detection of Food Hypersensitivity from Confocal Laser Endomicroscopy Images of the Gastro-intestinal Tract

    In: Tung X. Bui (Hrsg.). 58th Hawaii International Conference on System Sciences 2025. Proceedings. Hawaii International Conference on System Sciences (HICSS-2025), January 7-10, Pages 3290-3299, ISBN 978-0-9981331-8-8, University of Hawaii Press, 2025.

  2. Xinyu Huang; Franziska Schmelter; Annemarie Uhlig; Muhammad Tausif Irshad; Muhammad Adeel Nisar; Artur Piet; Lennart Jablonski; Oliver Witt; Torsten Schröder; Christian Sina; Marcin Grzegorzek

    Comparison of feature learning methods for non-invasive interstitial glucose prediction using wearable sensors in healthy cohorts: a pilot study

    In: Intelligent Medicine, Vol. 4, No. 4, Pages 226-238, Elsevier, 11/2024.

  3. Shanchuan Huang; Hongwei Lei; Jinzhu Yang; Tao Hang; Liuhan Jin; Yudong Yao; Marcin Grzegorzek; Chen Li

    An Attention Mechanism and Ensemble Learning based on Dermoscopic Image Classification.

    In: Journal of Imaging Science & Technology (JIST), Vol. 68, No. 4, Pages 1-14, Society for Imaging Science and Technology, 7/2024.

  4. Rafal Doniec; Natalia Piaseczna; Szymon Siecinski; Marcin Grzegorzek; Ewaryst J Tkacz

    Does glucose affect our vision? A preliminary study using smart glasses

    In: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology. IEEE - Applications of Artificial Intelligence, IEEE, 2024.

  5. Anna Filipowska; Wojciech Filipowski; Julia Mieszczanin; Katarzyna Bryzik; Maciej Henkel; Emilia Skwarek; Pawel Raif; Szymon Siecinski; Rafal Doniec; Barbara Mika; Julia Bodak; Piotr Ferst; Marcin Pieniążek; Kamil Pilarski; Marcin Grzegorzek

    Pattern Recognition in the Processing of Electromyographic Signals for Selected Expressions of Polish Sign Language

    In: Sensors - Open Access Journal (Sensors), Vol. 24, No. 20, Pages 1-1, MDPI, Basel, Switzerland, 2024.

  6. Anna Filipowska; Wojciech Filipowski; Pawel Raif; Marcin Pieniążek; Julia Bodak; Piotr Ferst; Kamil Pilarski; Szymon Siecinski; Rafal Jan Doniec; Julia Mieszczanin; Emilia Skwarek; Katarzyna Bryzik; Maciej Henkel; Marcin Grzegorzek

    Machine Learning-Based Gesture Recognition Glove: Design and Implementation

    In: Sensors - Open Access Journal (Sensors), Vol. 24, No. 18, Pages 1-1, MDPI, Basel, Switzerland, 2024.

  7. Szymon Siecinski; Esfandiar Mohammadi; Marcin Grzegorzek

    Estimation of indoor occupancy level based on machine learning and multimodal environmental data

    In: 2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON). IEEE Mediterranean Electrotechnical Conference (IEEE MELECON-2024), June 25-27, Porto, Portugal, Pages 868-872, IEEE Xplore, 2024.

  8. Natalia Piaseczna; Rafal Doniec; Szymon Siecinski; Klaudia Baranska; Marek Jkedrychowski; Marcin Grzegorzek

    Driving Reality vs. Simulator: Data Distinctions

    In: Electronics, Vol. 13, No. 14, Pages 1-1, MDPI, 2024.

  9. Philip Gouverneur; Aleksandra Badura; Frédéric Li; Maria Bienkowska; Luisa Luebke; Waclaw M Adamczyk; Tibor M Szikszay; Andrzej Mysliwiec; Kerstin Luedtke; Marcin Grzegorzek; Ewa Piętka

    An Experimental and Clinical Physiological Signal Dataset for Automated Pain Recognition

    In: Scientific Data, Vol. 11, No. 1051 (2024), Nature Publishing Group UK London, 2024.

  10. Tianming Du; Yihao Sun; Xinghao Wang; Tao Jiang; Ning Xu; Zeyd Boukhers; Marcin Grzegorzek; Hongzan Sun; Chen Li

    A non-enhanced CT-based deep learning diagnostic system for COVID-19 infection at high risk among lung cancer patients

    In: Frontiers in medicine, Vol. 11, Pages 1-1, Frontiers Media SA, 2024.