Permutation Entropy and Irreversibility in Gait Kinematic Time Series from Patients with Mild Cognitive Decline and Early Alzheimer's Dementia.
Juan Andrés Martín-GonzaloIrene Pulido-ValdeolivasYu WangTing WangGuadalupe Chiclana-ActisMaria del Carmen Algarra-LucasItziar Palmí-CortésJorge Fernández TraviesoMaria Dolores Torrecillas-NarváezAmbrosio A. Miralles-MartinezEstrella RausellDavid Gómez-AndrésMassimiliano ZaninPublished in: Entropy (2019)
Keyphrases
- early diagnosis
- chronic hepatitis
- computer aided diagnosis
- healthy subjects
- diagnostic tool
- computer aided
- early stage
- activities of daily living
- mutual information
- multivariate time series
- gait recognition
- information theoretic
- information processing
- information theory
- gait analysis
- medical images
- decision making
- human gait
- joint angles
- early detection
- narrative centered learning environments
- degrees of freedom
- biped robot
- motion capture
- human recognition
- clinical data
- dynamic time warping
- non stationary
- activity recognition
- wearable sensors
- cognitive science
- cognitive processes
- working memory
- infectious disease
- stock market
- kinematic model
- prostate cancer
- magnetic resonance images
- inverse kinematics
- medical imaging
- symbolic representation