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Proactive Workflow Modeling for Healthcare Operation and Management

Published on Oct 07, 20141938 Views

Chuanren Liu

Advances in real-time location system (RTLS) solutions have enabled us to collect massive amounts of fine-grained semantically rich location traces, which provide unparalleled opportunities for unders

Industry & Government Sessions

Related categories

Data MiningKnowledge Extraction

Chapter list

Proactive Workflow Modeling for Healthcare Operation and Management00:00
INTRODUCTION00:11
Sensor Network Infrastructure in Hospitals00:21
Examples of Healthcare Workflow01:28
Conventional approach03:12
Our contribution03:54
Research objective04:23
STATE CONSTRUCTION04:59
Workflow modeling with location traces05:01
Algorithm for state construction07:52
Examples of state construction08:30
TRANSITION ESTIMATION09:40
Transition probabilities09:44
Empirical Evaluation11:07
DEPLOYMENT12:14
The prototype system12:18
Untitled13:10