Artificial intelligence in brain MRI analysis of Alzheimer's disease over the past 12 years: A systematic review
Introduction Multiple structural brain changes in Alzheimer's disease (AD) and mild cognitive
impairment (MCI) have been revealed on magnetic resonance imaging (MRI). There is a fast …
impairment (MCI) have been revealed on magnetic resonance imaging (MRI). There is a fast …
Artificial intelligence for brain diseases: A systematic review
Artificial intelligence (AI) is a major branch of computer science that is fruitfully used for
analyzing complex medical data and extracting meaningful relationships in datasets, for …
analyzing complex medical data and extracting meaningful relationships in datasets, for …
[HTML][HTML] Classification and graphical analysis of Alzheimer's disease and its prodromal stage using multimodal features from structural, diffusion, and functional …
Graphical, voxel, and region-based analysis has become a popular approach to studying
neurodegenerative disorders such as Alzheimer's disease (AD) and its prodromal stage …
neurodegenerative disorders such as Alzheimer's disease (AD) and its prodromal stage …
Application of structural and functional connectome mismatch for classification and individualized therapy in Alzheimer disease
H Ren, J Zhu, X Su, S Chen, S Zeng, X Lan… - Frontiers in public …, 2020 - frontiersin.org
While machine learning approaches to analyzing Alzheimer disease connectome
neuroimaging data have been studied, many have limited ability to provide insight in …
neuroimaging data have been studied, many have limited ability to provide insight in …
Individualized epidemic spreading models predict epilepsy surgery outcomes: a pseudo-prospective study
Epilepsy surgery is the treatment of choice for drug-resistant epilepsy patients, but up to 50%
of patients continue to have seizures one year after the resection. In order to aid presurgical …
of patients continue to have seizures one year after the resection. In order to aid presurgical …
Tau protein spreads through functionally connected neurons in Alzheimer's disease: a combined MEG/PET study
DN Schoonhoven, EM Coomans, AP Millán… - Brain, 2023 - academic.oup.com
Recent studies on Alzheimer's disease (AD) suggest that tau proteins spread through the
brain following neuronal connections. Several mechanisms could be involved in this …
brain following neuronal connections. Several mechanisms could be involved in this …
Does the brain behave like a (complex) network? I. Dynamics
D Papo, JM Buldú - Physics of Life Reviews, 2023 - Elsevier
Graph theory is now becoming a standard tool in system-level neuroscience. However,
endowing observed brain anatomy and dynamics with a complex network structure does not …
endowing observed brain anatomy and dynamics with a complex network structure does not …
Application of machine learning and complex network measures to an EEG dataset from ayahuasca experiments
Ayahuasca is a blend of Amazonian plants that has been used for traditional medicine by
the inhabitants of this region for hundreds of years. Furthermore, this plant has been …
the inhabitants of this region for hundreds of years. Furthermore, this plant has been …
[HTML][HTML] Analysis of brain structural connectivity networks and white matter integrity in patients with mild cognitive impairment
White matter integrity and structural connectivity may be altered in mild cognitive impairment
(MCI), and these changes may closely reflect decline in specific cognitive domains. Multi …
(MCI), and these changes may closely reflect decline in specific cognitive domains. Multi …
Epidemic models characterize seizure propagation and the effects of epilepsy surgery in individualized brain networks based on MEG and invasive EEG recordings
Epilepsy surgery is the treatment of choice for drug-resistant epilepsy patients. However,
seizure-freedom is currently achieved in only 2/3 of the patients after surgery. In this study …
seizure-freedom is currently achieved in only 2/3 of the patients after surgery. In this study …