Ontology highlight
ABSTRACT:
SUBMITTER: Abrami A
PROVIDER: S-EPMC7193555 | biostudies-literature | 2020 Apr
REPOSITORIES: biostudies-literature
Abrami Avner A Heisig Stephen S Ramos Vesper V Thomas Kevin C KC Ho Bryan K BK Caggiano Vittorio V
Scientific reports 20200430 1
Unconstrained human movement can be broken down into a series of stereotyped motifs or 'syllables' in an unsupervised fashion. Sequences of these syllables can be represented by symbols and characterized by a statistical grammar which varies with external situational context and internal neurological state. By first constructing a Markov chain from the transitions between these syllables then calculating the stationary distribution of this chain, we estimate the overall severity of Parkinson's s ...[more]