• Corpus ID: 219124167

Trajectory Clustering in Multi-layer Networks: Identifying Parkinson's Subtypes

  title={Trajectory Clustering in Multi-layer Networks: Identifying Parkinson's Subtypes},
  author={Sanjukta Krishnagopal},
Many diseases display heterogeneity in clinical features and their progression, indicative of the existence of disease subtypes. Extracting patterns of disease variable progression for subtypes has tremendous application in medicine, for example, in early prognosis and personalized medical therapy. This work present a novel, data-driven, network-based Trajectory Clustering (TC) algorithm for identifying Parkinson's subtypes based on disease trajectory. Modeling patient-variable interactions as… 

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Journal Of Neurology

JNNP Milestones in Neurology Journal of Neurology Neurology Neuroimmunology & Neuroinflammation | A peer Neurology Genetics | A peer-reviewed clinical and Experimental Neurology | Journal |

Proceedings of the National Academy of Sciences, USA

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