deepmriprep: Voxel-based Morphometry (VBM) Preprocessing via Deep Neural Networks

Voxel-based Morphometry (VBM) has emerged as a powerful approach in neuroimaging research, utilized in over 7,000 studies since the year 2000. Using Magnetic Resonance Imaging (MRI) data, VBM assesses variations in the local density of brain tissue and examines its associations with biological and p...

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Veröffentlicht in:	arXiv.org 2024-10
Hauptverfasser:	Fisch, Lukas, Winter, Nils R, Janik Goltermann, Barkhau, Carlotta, Emden, Daniel, Ernsting, Jan, Konowski, Maximilian, Leenings, Ramona, Borgers, Tiana, Flinkenflügel, Kira, Grotegerd, Dominik, Kraus, Anna, Leehr, Elisabeth J, Meinert, Susanne, Stein, Frederike, Teutenberg, Lea, Thomas-Odenthal, Florian, Usemann, Paula, Hermesdorf, Marco, Jamalabadi, Hamidreza, Jansen, Andreas, Nenadic, Igor, Straube, Benjamin, Kircher, Tilo, Berger, Klaus, Risse, Benjamin, Dannlowski, Udo, Hahn, Tim
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Datasets Deformation analysis Graphics processing units Image registration Image segmentation Magnetic resonance imaging Medical imaging Modular design Neural networks Neuroimaging Pipelining (computers) Preprocessing Real time
Online-Zugang:	Volltext
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