Treatment Trajectories Graph Compression Algorithm Based on Cliques...18th International Conference on Wearable Micro and Nano Technologies for Personalized Health (virtual), November 8-10, 2021.

Learning treatment methods and disease progression is significant part of medicine. Graph representation of data provides wide area for visualization and optimization of structure. Present work is dedicated to suggest method of data processing for increasing information interpretability. Graph compr...

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Detalles Bibliográficos
Publicado en:Studies in Health Technology & Informatics Vol. 285; pp. 300 - 306
Autores principales: MILYKH, Svetozar, KOVALCHUK, Sergey
Formato: proceedings research tables/charts Journal Article
Publicado: Sage Publications Inc. 2021
Acceso en línea:Ver este registro en EBSCOhost
Descripción
Sumario:Learning treatment methods and disease progression is significant part of medicine. Graph representation of data provides wide area for visualization and optimization of structure. Present work is dedicated to suggest method of data processing for increasing information interpretability. Graph compression algorithm based on maximum clique search is applied to data set with acute coronary syndrome treatment trajectories. Results of compression are studied using graph entropy measures.