Dr. Kevin Mueller Profile

Dr. Kevin Mueller

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Publications (5)

Proceedings Article | 2 April 2024 Poster + Paper

Cluster synchronization in fractional-order dynamic dementia networks

A. Meyer-Baese, K. Mueller, Hae Sol Moon, G. Nagamani, U. Meyer-Baese, D. Bistrian, A. Stadlbauer, H. Malberg

Proceedings Volume 12930, 129302L (2024) https://doi.org/10.1117/12.3008247

KEYWORDS: Brain, Control systems, Alzheimer disease, Matrices, Brain diseases, Dementia, Cognitive informatics, Feedback control, Dynamical systems, Calculus

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Proceedings Article | 2 April 2024 Presentation + Paper

Controllability and robustness of functional and structural connectomic networks in dementia

A. Meyer-Baese, K. Mueller, Hae Sol Moon, G. Nagamani, U. Meyer-Baese, D. Bistrian, A. Stadlbauer, H. Malberg

Proceedings Volume 12930, 129300P (2024) https://doi.org/10.1117/12.3006986

KEYWORDS: Brain, Dementia, Matrices, Brain diseases, Network architectures, Magnetic resonance imaging, Diseases and disorders, Biomedical engineering, Alzheimer disease, Reflection

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Proceedings Article | 10 April 2023 Presentation + Paper

Combining graph neural networks and ROI-based convolutional neural networks to infer individualized graphs for Alzheimer's prediction

Kevin Mueller, Anke Meyer-Baese, Gordon Erlebacher

Proceedings Volume 12468, 1246806 (2023) https://doi.org/10.1117/12.2654445

KEYWORDS: Alzheimer's disease, Machine learning, Education and training, Neural networks, Overfitting, Matrices, Convolutional neural networks, Brain diseases, Random forests, Medical research

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Proceedings Article | 4 April 2022 Presentation + Paper

Graph signal processing to identify biomarkers in brain networks in dementia

A. Tahmassebi, K. Mueller, U. Meyer-Baese, J. Munilla, A. Ortiz, A. Meyer-Baese

Proceedings Volume 12036, 1203615 (2022) https://doi.org/10.1117/12.2613255

KEYWORDS: Brain, Signal processing, Linear filtering, Dementia, Control systems, Filtering (signal processing), Bandpass filters, Alzheimer's disease, Fourier transforms, Electronic filtering

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Proceedings Article | 4 April 2022 Presentation + Paper

Multimodal region-based transformer for the classification and prediction of Alzheimer's disease

Kevin Mueller, Anke Meyer-Baese, Gordon Erlebacher

Proceedings Volume 12036, 120361B (2022) https://doi.org/10.1117/12.2611793

KEYWORDS: Alzheimer's disease, Head, Data modeling, Machine learning, Brain, Neuroimaging, Image segmentation, Transformers, Visualization, Positron emission tomography

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