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Szymon Mazurek

Institute for Neuropathology - Sano Centre for Computational Medicine

SCHOLARLY PAPERS

3

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263

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0

Scholarly Papers (3)

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1.

End-to-End Automatic Seizure Detection in Electroencephalography Recordings Using Explainable Graph Attention Networks

Number of pages: 29 Posted: 22 Jan 2024
Szymon Mazurek, Rosmary Blanco, Joan Falco-Roget and Crimi Alessandro
Institute for Neuropathology - Sano Centre for Computational Medicine, Institute for Neuropathology - Sano Centre for Computational Medicine, Institute for Neuropathology - Sano Centre for Computational Medicine and Institute for Neuropathology - Sano Centre for Computational Medicine
Downloads 117 (613,149)

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epilepsy, electroencephalography, seizure detection, seizure prediction, graph neural networks, explainable AI

2.

An End-to-End Approach for Epilepsy Detection and Prediction in Eeg Recordings Using Explainable Graph Neural Networks

Number of pages: 25 Posted: 07 Jan 2025
Szymon Mazurek, Joan Falco-Roget, Rosmary Blanco and Crimi Alessandro
Institute for Neuropathology - Sano Centre for Computational Medicine, Institute for Neuropathology - Sano Centre for Computational Medicine, Institute for Neuropathology - Sano Centre for Computational Medicine and Institute for Neuropathology - Sano Centre for Computational Medicine
Downloads 90 (747,755)

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epilepsy, Electroencephalography, Seizure Detection, Seizure Prediction, graph attention networks, Explainable AI

3.

Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation

Number of pages: 15 Posted: 07 May 2024
Szymon Mazurek, Monika Pytlarz, Sylwia Malec and Crimi Alessandro
Institute for Neuropathology - Sano Centre for Computational Medicine, Institute for Neuropathology - Sano Centre for Computational Medicine, Institute for Neuropathology - Sano Centre for Computational Medicine and Institute for Neuropathology - Sano Centre for Computational Medicine
Downloads 56 (1,010,164)

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medical imaging , segmentation, green learning, fetal brain, sustainable AI