AI for Assistive Health Technologies

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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. Marco Maass; Tobias Kluth; Christine Droigk; Hannes Albers; Konrad Scheffler; Alfred Mertins; Tobias Knopp

   Equilibrium Model With Anisotropy for Model-Based Reconstruction in Magnetic Particle Imaging

   In: IEEE Transactions on Computational Imaging, Vol. 10, Pages 1588-1601, IEEE, 11/2024.

3. 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.

4. 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.

5. 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.

6. Fabrice Katzberg; Marco Maass; Alfred Mertins

   Doppler frequency analysis for sound-field sampling with moving microphones

   In: Frontiers in Signal Processing, Vol. 4, Pages 1-1, Frontiers Media SA, 2024.

7. 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.

8. 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.

9. 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.

10. 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.

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