RNK 2.1 - Data mining and visualization of Parkinson's disease progression

Parkinson's disease (PD) is a neurodegenerative disease affecting people worldwide. In addition to motor symptoms, Parkinson's disease patients experience a range of other symptoms, including psychological, cognitive, and behavior problems, which affect the quality of life of the patients and their families. Parkinson's disease is a chronic disease, whose management is directed towards the treatment of the underlying symptoms.

The project focused on discovering groups of Parkinson's disease patients through the development and application of advanced multi-view clustering approaches. The detection of groups of patients who share similar symptoms at the time of diagnosis and similar patterns of disease progression is an important step towards the development of personalized treatment of PD patients. The second phase of the project consisted of the development of an interactive tool for visualization of Parkinson's disease patients' longitudinal status and their respective treatments.

Collaborators

Assist. dr. Anita Valmarska, Vodja projekta na FRI

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