Dr. Dániel Veréb Profile

Dr. Dániel Veréb

at Karolinska Institute

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Publications (6)

Proceedings Article | 6 October 2023 Poster

Exploring age-related changes in anatomical brain connectivity using deep learning analysis in cognitively healthy individuals

Blanca Zufiria Gerbolés, Jesus Pineda Castro, Daniel Vereb, Jiawei Sun, Mite Mijalkov, Giovanni Volpe, Joana Pereira

Proceedings Volume PC12655, PC126551C (2023) https://doi.org/10.1117/12.2676247

KEYWORDS: Brain, Deep learning, Anatomy, Neural networks, Matrices, Diffusion tensor imaging, White matter, Prefrontal cortex, Neuroimaging, Anisotropy

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Proceedings Article | 6 October 2023 Poster

Assessment of nonlinear changes in functional brain connectivity during aging using deep learning

Jiawei Sun, Blanca Zufiria Gerbolés, Daniel Vereb, Mite Mijalkov, Jesus Pineda Castro, Giovanni Volpe, Joana Pereira

Proceedings Volume PC12655, PC1265519 (2023) https://doi.org/10.1117/12.2677365

KEYWORDS: Brain, Functional magnetic resonance imaging, Visualization, Neurological disorders, Deep learning, Error analysis, Neuroimaging, Brain diseases

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Proceedings Article | 28 September 2023 Presentation

Uncovering vulnerable connections in the aging brain using reservoir computing

Mite Mijalkov, Blanca Zufiria Gerboles, Daniel Vereb, Kathy Lüdge, Daniel Brunner, Giovanni Volpe, Joana Pereira

Proceedings Volume PC12655, PC1265508 (2023) https://doi.org/10.1117/12.2677364

KEYWORDS: Brain, Reservoir computing, Anatomy, Reflection, Machine learning, Cognition, Biological imaging

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Proceedings Article | 4 October 2022 Presentation

Functional heterogeneity in the posterior medial parietal cortex is associated with cognition (Conference Presentation)

Dániel Veréb, Joana Pereira

Proceedings Volume PC12204, PC122040Y (2022) https://doi.org/10.1117/12.2633354

KEYWORDS: Cognition, Cognitive modeling, Visualization, Prefrontal cortex, Functional magnetic resonance imaging, Composites, Brain

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Proceedings Article | 4 October 2022 Presentation

BRAPH 2.0: brain connectivity software with multilayer network analyses and machine learning (Conference Presentation)

Pablo Emiliano Gomez Ruiz, Anna Canal Garcia, Yu-Wei Chang, Mite Mijalkov, Daniel Vereb, Joana Pereira, Giovanni Volpe

Proceedings Volume PC12204, PC122040V (2022) https://doi.org/10.1117/12.2632349

KEYWORDS: Brain, Statistical analysis, Network security, Machine learning, Diffusion tensor imaging, Algorithm development, Visualization, Visual analytics, Receivers, Object oriented programming

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Proceedings Article | 4 October 2022 Presentation

Multilayer brain connectivity analysis in Alzheimer’s disease using functional MRI data (Conference Presentation)

Anna Canal-Garcia, Dániel Veréb, Mite Mijalkov, Giovanni Volpe, Joana Pereira

Proceedings Volume PC12204, PC122040W (2022) https://doi.org/10.1117/12.2632379

KEYWORDS: Brain, Alzheimer's disease, Magnetic resonance imaging, Control systems, Neuroimaging, Functional magnetic resonance imaging

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Showing 5 of 6 publications

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