Approaches to Extracting Patterns of Service Utilization for Patients with Complex Conditions: Graph Community Detection vs. Natural Language Processing Clustering

Approaches to Extracting Patterns of Service Utilization for Patients with Complex Conditions: Graph Community Detection vs. Natural Language Processing Clustering

Background: As patients interact with a healthcare service system, patterns of service utilization (PSUs) emerge. These PSUs are embedded in the sparse high-dimensional space of longitudinal cross-continuum health service encounter data. Once extracted, PSUs can provide quality assurance/quality imp...

Full description

Saved in:
Bibliographic Details
Main Authors: Jonas Bambi, Hanieh Sadri, Ken Moselle, Ernie Chang, Yudi Santoso, Joseph Howie, Abraham Rudnick, Lloyd T. Elliott, Alex Kuo
Format: Article
Language:English
Published: MDPI AG 2024-08-01
Series:BioMedInformatics
Subjects:
clinical pathways
clinical practice guideline
clustering
decision support
electronic healthcare
graph community detection
Online Access:https://www.mdpi.com/2673-7426/4/3/103
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.mdpi.com/2673-7426/4/3/103

Similar Items