[HTML][HTML] Cerebral small vessel disease: a review focusing on pathophysiology, biomarkers, and machine learning strategies

E Cuadrado-Godia, P Dwivedi, S Sharma… - Journal of …, 2018 - ncbi.nlm.nih.gov
Cerebral small vessel disease (cSVD) has a crucial role in lacunar stroke and brain
hemorrhages and is a leading cause of cognitive decline and functional loss in elderly …

Artificial intelligence in acute ischemic stroke subtypes according to toast classification: a comprehensive narrative review

G Miceli, MG Basso, G Rizzo, C Pintus, E Cocciola… - Biomedicines, 2023 - mdpi.com
The correct recognition of the etiology of ischemic stroke (IS) allows tempestive interventions
in therapy with the aim of treating the cause and preventing a new cerebral ischemic event …

Brain-predicted age difference score is related to specific cognitive functions: a multi-site replication analysis

R Boyle, L Jollans, LM Rueda-Delgado, R Rizzo… - Brain imaging and …, 2021 - Springer
Brain-predicted age difference scores are calculated by subtracting chronological age from
'brain'age, which is estimated using neuroimaging data. Positive scores reflect accelerated …

A Siamese Network with Node Convolution for Individualized Predictions Based on Connectivity Maps Extracted from Resting-State fMRI Data

L Xu, H Ma, Y Guan, J Liu, H Huang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Deep learning has demonstrated great potential for objective diagnosis of neuropsychiatric
disorders based on neuroimaging data, which includes the promising resting-state …

White matter abnormalities and correlation with severity in normal tension glaucoma: a whole brain atlas-based diffusion tensor study

R Wang, Z Tang, X Sun, L Wu, J Wang… - … & Visual Science, 2018 - iovs.arvojournals.org
Purpose: To detect injury of whole brain white matter (WM) in normal tension glaucoma
(NTG) patients by using diffusion tensor imaging (DTI) and to analyze the correlations …

Fractal dimension of the cortical gray matter outweighs other brain MRI features as a predictor of transition to dementia in patients with mild cognitive impairment and …

C Marzi, R Scheda, E Salvadori, A Giorgio… - Frontiers in Human …, 2023 - frontiersin.org
Background The relative contribution of changes in the cerebral white matter (WM) and
cortical gray matter (GM) to the transition to dementia in patients with mild cognitive …

Potential of brain age in identifying early cognitive impairment in subcortical small-vessel disease patients

Y Shi, H Mao, Q Gao, G Xi, S Zeng, L Ma… - Frontiers in Aging …, 2022 - frontiersin.org
Background Reliable and individualized biomarkers are crucial for identifying early cognitive
impairment in subcortical small-vessel disease (SSVD) patients. Personalized brain age …

Patterns of structure-function association in normal aging and in Alzheimer's disease: Screening for mild cognitive impairment and dementia with ML regression and …

Y Statsenko, S Meribout, T Habuza… - Frontiers in Aging …, 2023 - frontiersin.org
Background The combined analysis of imaging and functional modalities is supposed to
improve diagnostics of neurodegenerative diseases with advanced data science …

Assessing working memory in mild cognitive impairment with serial order recall

S Emrani, DJ Libon, M Lamar… - Journal of …, 2018 - journals.sagepub.com
Background: Working memory (WM) is often assessed with serial order tests such as
repeating digits backward. In prior dementia research using the Backward Digit Span Test …

Cardiovascular risk factors and brain health: impact on long‐range cortical connections and cognitive performance

BK Marebwa, RJ Adams, GS Magwood… - Journal of the …, 2018 - Am Heart Assoc
Background Cardiovascular risk factor burden in the absence of clinical or radiological
“events” is associated with mild cognitive impairment. Magnetic resonance imaging …