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[HTML][HTML] Process mining in healthcare–An updated perspective on the state of the art
E De Roock, N Martin - Journal of biomedical informatics, 2022 - Elsevier
Process mining is the research domain focusing on the development of innovative methods
to gather insights from event logs. It has been used for various use cases within the …
to gather insights from event logs. It has been used for various use cases within the …
Process mining applications in the healthcare domain: A comprehensive review
Process mining (PM) is a well‐known research area that includes techniques,
methodologies, and tools for analyzing processes in a variety of application domains. In the …
methodologies, and tools for analyzing processes in a variety of application domains. In the …
Infection spread and high-resolution detection of close contact behaviors
Knowledge of human behaviors is important for improving indoor-environment design,
building-energy efficiency, and productivity, and for studies of infection spread. However …
building-energy efficiency, and productivity, and for studies of infection spread. However …
A framework for evaluating dashboards in healthcare
M Zhuang, D Concannon… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
In the era of 'information overload', effective information provision is essential for enabling
rapid response and critical decision making. In making sense of diverse information sources …
rapid response and critical decision making. In making sense of diverse information sources …
Leveraging process mining for modeling progression trajectories in amyotrophic lateral sclerosis
Abstract Background Amyotrophic Lateral Sclerosis (ALS) is a neurodegenerative disease
whose spreading and progression mechanisms are still unclear. The ability to predict ALS …
whose spreading and progression mechanisms are still unclear. The ability to predict ALS …
[HTML][HTML] Optimizing operation room utilization—a prediction model
B Abbou, O Tal, G Frenkel, R Rubin… - Big Data and Cognitive …, 2022 - mdpi.com
Background: Operating rooms are the core of hospitals. They are a primary source of
revenue and are often seen as one of the bottlenecks in the medical system. Many efforts …
revenue and are often seen as one of the bottlenecks in the medical system. Many efforts …
[HTML][HTML] Individual behavior modeling with sensors using process mining
Understanding human behavior can assist in the adoption of satisfactory health
interventions and improved care. One of the main problems relies on the definition of human …
interventions and improved care. One of the main problems relies on the definition of human …
[HTML][HTML] Multi-level process mining methodology for exploring disease-specific care processes
Background Public healthcare is a complex domain with many actors and highly variable
protocols, which makes traditional process mining tools less effective and calls for …
protocols, which makes traditional process mining tools less effective and calls for …
[HTML][HTML] Stable heuristic miner: applying statistical stability to discover the common patient pathways from location event logs
Purpose: The classic heuristic miner algorithm has received lots of attention in the
healthcare sector for discovering patient pathways. The extraction of these pathways …
healthcare sector for discovering patient pathways. The extraction of these pathways …
Distances of transmission risk of COVID‐19 inside dwellings and evaluation of the effectiveness of reciprocal proximity warning sounds
One of the main modes of transmission and propagation of COVID‐19 (SARS‐CoV‐2) is the
direct contact with respiratory droplets transmitted among individuals at a certain distance …
direct contact with respiratory droplets transmitted among individuals at a certain distance …