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Crimi Alessandro

Institute for Neuropathology - Sano Centre for Computational Medicine

Poland

  • Institute for Neuropathology - Sano Centre for Computational Medicine

SCHOLARLY PAPERS

8

DOWNLOADS

481

TOTAL CITATIONS

1

Scholarly Papers (8)

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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

4.

Structurally Constrained Effective Brain Connectivity

NeuroImage: Volume 239, 1 October 2021, 118288, https://doi.org/10.1016/j.neuroimage.2021.118288
Number of pages: 12 Posted: 22 Feb 2022
Crimi Alessandro, Luca Dodero, Fabio Sambataro, Vittorio Murino and Diego Sona
Institute for Neuropathology - Sano Centre for Computational Medicine, University of Geneva, University of Padua, University of Verona - University of Verona and Istituto Italiano di Tecnologia
Downloads 56 (1,000,027)

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Connectome, effective connectivity, DWI, tractography, fMRI, diffusion MRI, Autism spectrum disorder, Granger, DCA, health

5.

An Integrated Genomic Approach to Dissect the Genetic Landscape Regulating the Cell-to-Cell Transfer of α-Synuclein

Number of pages: 29 Posted: 24 Feb 2022
Eleanna Kara, Crimi Alessandro, Anne Wiedmer, Marc Emmenegger, Claudia Manzoni, Sara Bandres-Ciga, Karishma D’Sa, Regina H. Reynolds, Juan A. Botia, Marco Losa, Veronika Lysenko, Manfredi Carta, Daniel Heinzer, Merve Avar, Andra Chincisan, Cornelis Blauwendraat, Sonia Garcia-Ruiz, Daniel Pease, Lorene Mottier, Alessandra Carrella, Dezirae Beck-Schneider, Andreia D. Magalhaes, Caroline Aemisegger, Alexandre P.A. Theocharides, Zhanyun Fan, Jordan D. Marks, Sarah C. Hopp, Andrey Y. Abramov, Patrick A. Lewis, Mina Ryten, John Hardy, Bradley T. Hyman and Adriano Aguzzi
affiliation not provided to SSRN, Institute for Neuropathology - Sano Centre for Computational Medicine, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, National Institutes of Health - Laboratory of Neurogenetics, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Government of the United States of America - National Institute of Neurological Disorders and Stroke (NINDS), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University College London - UCL Queen Square Institute of Neurology, affiliation not provided to SSRN, University College London - Department of Molecular Neuroscience, University College London - Department of Molecular Neuroscience, Harvard University - Department of Neurology and University of Zurich - Institute of Neuropathology
Downloads 52 (1,041,696)

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parkinson, neurodegeneration, neurobiology

6.

Relating Global and Local Connectome Changes to Dementia and Targeted Gene Expression in Alzheimer's Disease

Elsheikh SSM, Chimusa ER, Alzheimer’s Disease Neuroimaging Initiative, Mulder NJ and Crimi A (2021) Relating Global and Local Connectome Changes to Dementia and Targeted Gene Expression in Alzheimer’s Disease. Front. Hum. Neurosci. 15:761424. doi: 10.3389/fnhum.2021.761424
Number of pages: 17 Posted: 18 Feb 2022
Samar S. M. Elsheikh, Emile R. Chimusa, Nicola Mulder and Crimi Alessandro
University of Cape Town (UCT), University of Cape Town (UCT), University of Cape Town (UCT) - Computational Biology Division and Institute for Neuropathology - Sano Centre for Computational Medicine
Downloads 43 (1,145,425)

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Alzheimer, connectome, genomics, GWAS, genetics, APOE, MRI

7.

Genome-Wide Association Study of Brain Connectivity Changes for Alzheimer’s Disease

Scientific Reports | (2020) 10:1433 | https://doi.org/10.1038/s41598-020-58291-1
Number of pages: 16 Posted: 24 Feb 2022
Samar S. M. Elsheikh, Emile R. Chimusa, Nicola J. Mulder and Crimi Alessandro
University of Cape Town (UCT), University of Cape Town (UCT), University of Cape Town (UCT) and Institute for Neuropathology - Sano Centre for Computational Medicine
Downloads 34 (1,277,121)
Citation 1

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alzheimer, adni, gwas, mri, brain, connectivity

8.

MultiLink Analysis: Brain Network Comparison via Sparse Connectivity Analysis

SCIENTIFIC REPORTS | (2019) 9:65 | DOI:10.1038/s41598-018-37300-4
Number of pages: 13 Posted: 24 Feb 2022
Crimi Alessandro, Luca Giancardo, Fabio Sambataro, Alessandro Gozzi, Vittorio Murino and Diego Sona
Institute for Neuropathology - Sano Centre for Computational Medicine, Istituto Italiano di Tecnologia, Università degli Studi di Udine, Istituto Italiano di Tecnologia - Functional Neuroimaging Laboratory, University of Verona - University of Verona and Istituto Italiano di Tecnologia
Downloads 33 (1,277,121)

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autism, brain, connectivity, complex networks, machine learning