AI for Assistive Health Technologies

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1. Mathias Eulers; Christine Droigk; Marco Maass; Alfred Mertins

   Deconvolution of direct reconstructions in 3D

   In: International Journal on Magnetic Particle Imaging, Vol. 11, No. 1 Suppl. 1, Pages 1-2, Infinite Science Publishing, 3/2025.

2. 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.

3. 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.

4. 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.

5. 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.

6. Ronja Schappert; Julius Verrel; Nele Brügge; Frédéric Li; Theresa Paulus; Leonie Becker; Tobias Bäumer; Christian Beste; Veit Roessner; Sebastian Fudickar; Alexander Münchau

   Automated Video-Based Approach for the Diagnosis of Tourette Syndrome

   In: Movement Disorders - Clinical Practice, Vol. 11, No. 9, Pages 1136-1140, Wiley, 7/2024.

7. 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.

8. 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.

9. 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.

10. 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.

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