AIMC Topic: Atrophy

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Alzheimer's Disease Classification Based on Multi-feature Fusion.

Current medical imaging reviews Jan 1, 2019
BACKGROUND: In this study, we investigated the fusion of texture and morphometric features as a possible diagnostic biomarker for Alzheimer's Disease (AD).
Humans Algorithms Diagnosis, Differential Alzheimer Disease Middle Aged Support Vector Machine Cognitive Dysfunction Normal Distribution Case-Control Studies Atrophy Aged Sensitivity and Specificity Confidence Intervals Brain Hippocampus
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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...
Alzheimer Disease Neuropsychological Tests Area Under Curve Atrophy Magnetic Resonance Imaging Predictive Value of Tests Regression Analysis Logistic Models Support Vector Machine Cognitive Dysfunction Sensitivity and Specificity Aged, 80 and over Disease Progression Male Brain Humans Algorithms Prognosis Machine Learning Aged Female
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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...
Aging Female Atrophy Middle Aged Brain Injuries Neuropsychological Tests Male Magnetic Resonance Imaging Artificial Intelligence Predictive Value of Tests Humans Adult Cross-Sectional Studies Brain
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