Constructing a Hospital Department Development–Level Assessment Model: Machine Learning and Expert Consultation Approach in Complex Hospital Data Environments

Every hospital manager aims to build harmonious, mutually beneficial, and steady-state departments. Therefore, it is important to explore a hospital department development assessment model based on objective hospital data. This study aims to use a novel machine learning algorithm to identify key eva...

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Bibliographic Details
Published in:	JMIR formative research Vol. 8; p. e54638
Main Authors:	Liu, Jingkun, Tai, Jiaojiao, Han, Junying, Zhang, Meng, Li, Yang, Yang, Hongjuan, Yan, Ziqiang
Format:	Journal Article
Language:	English
Published:	Canada JMIR Publications 04.09.2024
Subjects:	Algorithms Cluster analysis Clustering Communications systems Correlation analysis Datasets Departments Hospital Departments - organization & administration Humans Information systems Machine Learning Multimedia Nomograms Original Paper Principal components analysis Questionnaires Ratings & rankings Referral and Consultation Support vector machines Surveys and Questionnaires Workloads machine algorithms model construction clustering hospital management support vector machine
ISSN:	2561-326X, 2561-326X
Online Access:	Get full text
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