AIMC Topic: Atrophy

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A Clinically-Translatable Machine Learning Algorithm for the Prediction of Alzheimer's Disease Conversion in Individuals with Mild and Premild Cognitive Impairment.

Journal of Alzheimer's disease : JAD Jan 1, 2018
BACKGROUND: Available therapies for Alzheimer's disease (AD) can only alleviate and delay the advance of symptoms, with the greatest impact eventually achieved when provided at an early stage. Thus, early identification of which subjects at high risk...
Humans Machine Learning Algorithms Brain Prognosis Female Aged Aged, 80 and over Sensitivity and Specificity Male Disease Progression Cognitive Dysfunction Logistic Models Support Vector Machine Magnetic Resonance Imaging Regression Analysis Predictive Value of Tests Area Under Curve Alzheimer Disease Neuropsychological Tests Atrophy
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Prediction of brain age suggests accelerated atrophy after traumatic brain injury.

Annals of neurology Apr 1, 2015
OBJECTIVE: The long-term effects of traumatic brain injury (TBI) can resemble observed in normal ageing, suggesting that TBI may accelerate the ageing process. We investigate this using a neuroimaging model that predicts brain age in healthy individu...
Humans Artificial Intelligence Brain Female Adult Cross-Sectional Studies Male Aging Middle Aged Magnetic Resonance Imaging Brain Injuries Predictive Value of Tests Neuropsychological Tests Atrophy
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