Predicting Parkinson's disease trajectory using clinical and functional MRI features: a reproduction and replication study

Parkinson's disease (PD) is a common neurodegenerative disorder with a poorly understood physiopathology. In clinical practice, challenges are encountered in the diagnosis of early stages and in the prediction of the disease progression due to the absence of established biomarkers. Several biom...

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Veröffentlicht in:	arXiv.org 2024-02
Hauptverfasser:	Germani, Elodie, Baghwat, Nikhil, Dugré, Mathieu, Gau, Rémi, Montillo, Albert, Nguyen, Kevin, Sokolowski, Andrzej, Sharp, Madeleine, Jean-Baptiste Poline, Glatard, Tristan
Format:	Artikel
Sprache:	eng
Schlagworte:	Biomarkers Feature extraction Machine learning Magnetic resonance imaging Medical imaging Neuroimaging Parkinson's disease Pipelines Version control Workflow
Online-Zugang:	Volltext
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