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Rosita De Micco on Muck Rack

Rosita De Micco

As seen in: Nature
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Spatiotemporal deep learning for early detection of isolated REM sleep behavior disorder and Parkinson’s disease using functional MRI data

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By Silvia Basaia, Elisabetta Sarasso, Andrea Gardoni, Sara Marelli, Roberta Balestrino, Alessandra Castelnuovo, Andrea Grassi, Luigi Ferini-Strambi, Alessandro Tessitore, Massimo Salvi, Filippo Molinari, Federica Agosta, Massimo Filippi, Stefano Pisano, Tania Filaferro, Tommaso Cusolito, Rosita De Micco
| Nature Verified
Abstract This study aimed to develop and evaluate a spatiotemporal deep-neural-network (stDNN) using resting-state fMRI (rs-fMRI) data to identify brain biomarkers associated with isolated REM sleep behavior disorder (iRBD) and Parkinson’s disease (PD) and to differentiate these conditions from controls. The final sample included 771 subjects, comprising 423 patients with PD, 144 with iRBD, and 204 healthy controls.
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