June 19, 2023 08:38

Tomasz Rutkowski, Research Scientist of the Cognitive Behavioral Assistive Technology Team at RIKEN AIP has published a research paper titled “Machine Learning Approach for Early Onset Dementia Neurobiomarker Using EEG Network Topology Features” in Frontiers in Human Neuroscience, a peer-reviewed scientific journal.

  • Authors
    Tomasz Rutkowski(RIKEN AIP/ The University of Tokyo/ Nicolaus Copernicus University)
    Masato S. Abe(Doshisha University/ RIKEN AIP)
    Tomasz Komendzinski(Nicolaus Copernicus University)
    Hikaru Sugimoto(RIKEN AIP)
    Stanisław Narębski(Nicolaus Copernicus University)
    Mihoko Otake-Matsuura(RIKEN AIP)
  • Introduction:
    Modern neurotechnology research employing state-of-the-art machine learning algorithms within the so-called “AI for social good” domain contributes to improving the well-being of individuals with a disability. Using digital health technologies, home-based self-diagnostics, or cognitive decline managing approaches with neuro-biomarker feedback may be helpful for older adults to remain independent and improve their wellbeing. We report research results on early-onset dementia neuro-biomarkers to scrutinize cognitive-behavioral intervention management and digital non-pharmacological therapies.

For more information, please see the following website.
Frontiers in Human Neuroscience

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