[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 …

Opportunities and challenges for applying process mining in healthcare: a systematic mapping study

MR Dallagassa, C dos Santos Garcia… - Journal of Ambient …, 2022 - Springer
Process mining applies robust methodologies using data mining and machine learning for
pattern recognition, using models that represent the process flow identified by the sequence …

Clinical and operational insights from data-driven care pathway mapping: a systematic review

M Manktelow, A Iftikhar, M Bucholc, M McCann… - BMC medical informatics …, 2022 - Springer
Background Accumulated electronic data from a wide variety of clinical settings has been
processed using a range of informatics methods to determine the sequence of care activities …

Inferring causal networks of health care resilience and safety performance indicators: A two-stage fuzzy cognitive map approach

M Zarrin - Socio-Economic Planning Sciences, 2022 - Elsevier
In the literature, there are three major concepts used to model resilience and safety
performance:(i) integrated resilience engineering (IRE),(ii) work motivational factors,(iii) …

[HTML][HTML] Ciencia de datos en salud: desafíos y oportunidades en América Latina

JM Rosa, EL Frutos - Revista Médica Clínica Las Condes, 2022 - Elsevier
La ciencia de datos es una disciplina dedicada a analizar y procesar datos con el propósito
de convertirlos en conocimiento accionable. En el área de la salud, la ciencia de datos ha …

Process mining to discover patterns in patient outcomes in a Psychological Therapies Service

C Potts, RR Bond, JA Jordan, MD Mulvenna… - Health Care …, 2023 - Springer
In the mental health sector, Psychological Therapies face numerous challenges including
ambiguities over the client and service factors that are linked to unfavourable outcomes …

What has the appraisal for hospitals brought to job satisfaction of healthcare professionals? A cross-sectional survey in China

X Li, M Lu, C Shi, K Song, Y Xiao, D Bian, S Xu, G Li - BMJ open, 2024 - bmjopen.bmj.com
Objective The purpose of this study is to evaluate the effectiveness of hospital appraisals,
specifically the Performance Appraisal for Tertiary Public Hospitals (PATPH), and to …

[PDF][PDF] Digital healthcare in Latin America: the case of Brazil and Mexico

M Tentori, A Ziviani, DC Muchaluat-Saade… - Communications of the …, 2020 - dl.acm.org
THE HEALTHCARE SYSTEM in Latin America (LATAM) has made significant improvements
in the last few decades. Nevertheless, it still faces significant challenges, including poor …

Study of EHR-mediated workflows using ethnography and process mining methods

MA Grando, V Vellore, BJ Duncan… - Health informatics …, 2021 - journals.sagepub.com
Rapid ethnography and data mining approaches have been used individually to study
clinical workflows, but have seldom been used together to overcome the limitations inherent …

A conceptual model to improve the patient flow during COVID-19

A Bougdira, A Mazti, H Sedrati… - … Journal of Medical …, 2024 - inderscienceonline.com
In the COVID-19 context, hospitals across the globe endeavour to manage the
unprecedented flow of patients. Challenges are related to the unexpected increase in …