Early Screening of Mild Cognitive Impairment using Multimodal VR-EP-EEG-MRI (VEEM) Biomarkers via Machine Learning.
Se Young KimBogyeom ParkDohyun KimHojin ChoiJinseok ParkHokyoung RyuKyoungwon SeoPublished in: ICEIC (2024)
Keyphrases
- ad patients
- mri data
- machine learning
- cortical thickness
- magnetic resonance imaging
- mild cognitive impairment
- fdg pet
- eeg data
- fully automatic
- high degree of accuracy
- pilot study
- brain images
- magnetic resonance images
- mr images
- white matter
- partial volume
- brain tissue
- medical images
- mr imaging
- clinical trials
- pattern recognition
- data mining
- gastric cancer
- normal controls
- mri images
- virtual environment
- neurological disorders
- computer vision
- pet images
- data analysis
- image analysis
- independent component analysis
- positron emission tomography
- magnetic resonance
- early diagnosis
- healthy subjects
- case based reasoning
- early detection
- brain computer interface
- feature selection
- computer aided
- statistical methods