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Article
Open AccessComparative analysis of machine learning algorithms for multi-syndrome classification of neurodegenerative syndromes
The entry of artificial intelligence into medicine is pending. Several methods have been used for the predictions of structured neuroimaging data, yet nobody compared them in this context.
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Article
Open AccessDomain-specific cues improve robustness of deep learning-based segmentation of CT volumes
Machine learning has considerably improved medical image analysis in the past years. Although data-driven approaches are intrinsically adaptive and thus, generic, they often do not perform the same way on data...
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Article
Open AccessA mind-brain-body dataset of MRI, EEG, cognition, emotion, and peripheral physiology in young and old adults
We present a publicly available dataset of 227 healthy participants comprising a young (N=153, 25.1±3.1 years, range 20–35 years, 45 female) and an elderly group (N=74, 67.6±4.7 years, range 59–77 years, 37 fe...
