[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 …

Process mining applications in the healthcare domain: A comprehensive review

A Guzzo, A Rullo, E Vocaturo - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
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 …

Infection spread and high-resolution detection of close contact behaviors

N Zhang, B Su, PT Chan, T Miao, P Wang… - International Journal of …, 2020 - mdpi.com
Knowledge of human behaviors is important for improving indoor-environment design,
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 …

Leveraging process mining for modeling progression trajectories in amyotrophic lateral sclerosis

E Tavazzi, R Gatta, M Vallati, S Cotti Piccinelli… - BMC Medical Informatics …, 2022 - Springer
Abstract Background Amyotrophic Lateral Sclerosis (ALS) is a neurodegenerative disease
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 …

[HTML][HTML] Individual behavior modeling with sensors using process mining

O Dogan, A Martinez-Millana, E Rojas, M Sepúlveda… - Electronics, 2019 - mdpi.com
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 …

[HTML][HTML] Multi-level process mining methodology for exploring disease-specific care processes

A Vathy-Fogarassy, I Vassányi, I Kósa - Journal of Biomedical Informatics, 2022 - Elsevier
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 …

[HTML][HTML] Stable heuristic miner: applying statistical stability to discover the common patient pathways from location event logs

SN Araghi, F Fontanili, E Lamine, U Okongwu… - Intelligent Systems with …, 2022 - Elsevier
Purpose: The classic heuristic miner algorithm has received lots of attention in the
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

D Marín‐García, JJ Moyano‐Campos… - Indoor …, 2021 - Wiley Online Library
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 …