Development of a Two-State Gaussian Hidden Markov Model for Modelling Dementia Progression in Patients with Mild Cognitive Impairment.
Callum CanavanLiam P. MaguireMagda BucholcPublished in: ICHI (2021)
Keyphrases
- hidden markov models
- mild cognitive impairment
- high degree of accuracy
- normal controls
- hidden states
- neurological disorders
- hidden state
- healthy controls
- brain images
- mixture distributions
- early diagnosis
- clinical trials
- dynamic probabilistic networks
- speech recognition
- image processing
- brain connectivity
- maximum likelihood
- early detection
- public health
- pattern discovery
- gaussian mixture model
- wide range
- reinforcement learning