Systematic review: fluid biomarkers and machine learning methods to improve the diagnosis from mild cognitive impairment to Alzheimer’s disease

Keyphrases

• Alzheimer's Disease 100%
• Machine Learning Techniques 100%
• Mild Cognitive Impairment 100%
• Fluid Machine 100%
• Fluid Biomarkers 100%
• Dementia 50%
• Neuroimaging 50%
• Diagnostic Tool 33%
• Machine Learning Algorithms 33%
• Mild Cognitive Impairment Due to Alzheimer's Disease 33%
• Neuropsychological Tests 16%
• Recent Advances 16%
• Statistical Model 16%
• Cognitive Impairment 16%
• Neuropsychological Assessment 16%
• Dementia with 16%
• Clinical Assessment 16%
• Dementia Stage 16%
• Monitoring Data 16%
• Saliva 16%
• Cerebrospinal Fluid 16%
• Peripheral Blood 16%
• Progression Rate 16%
• Cerebrospinal Fluid Biomarkers 16%
• Clinical Biomarkers 16%
• Initial Diagnosis 16%
• Multimodal Machine Learning 16%
• Biofluids 16%
• Estimated Rates 16%
• Diagnostic Model 16%
• Multimodal Monitoring 16%
• Clinical Evaluation 16%
• White-box Machine Learning 16%

INIS

• nervous system diseases 100%
• machine learning 100%
• fluids 100%
• biological markers 100%
• reviews 100%
• algorithms 30%
• populations 20%
• assessments 20%
• diagnostic techniques 20%
• cerebrospinal fluid 20%
• data 10%
• information 10%
• evaluation 10%
• monitoring 10%
• genetics 10%
• cost 10%
• statistical models 10%
• blood 10%
• saliva 10%

Neuroscience

• Mild Cognitive Impairment 100%
• Alzheimer's Disease 100%
• Machine Learning Algorithm 25%
• Cognitive Disorders 12%
• Neuropsychological Test 12%
• Clinical Assessment 12%
• Neuropsychological Assessment 12%
• Longitudinal Study 12%