Automated brain segmentation and volumetry in dementia diagnostics: a narrative review with emphasis on FreeSurfer

E Khadhraoui, T Nickl-Jockschat, H Henkes… - Frontiers in Aging …, 2024 - frontiersin.org
Background Dementia can be caused by numerous different diseases that present variable
clinical courses and reveal multiple patterns of brain atrophy, making its accurate early …

[HTML][HTML] Multi-Class Detection of Neurodegenerative Diseases from EEG Signals Using Lightweight LSTM Neural Networks

L Falaschetti, G Biagetti, M Alessandrini, C Turchetti… - Sensors, 2024 - mdpi.com
Neurodegenerative diseases severely impact the life of millions of patients worldwide, and
their occurrence is more and more increasing proportionally to longer life expectancy …

Machine Learning Prediction Models for Cognitive Impairment in Cerebral Small Vessel Disease

Q Wu, J Zhang, P Lei, X Zhu, C Huang - 2024 - researchsquare.com
Background Early identification of cerebral small vessel disease (CSVD) patients with a
higher risk of develo** cognitive impairment is essential for timely intervention and …