[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 …

[HTML][HTML] Process mining for healthcare: Characteristics and challenges

J Munoz-Gama, N Martin, C Fernandez-Llatas… - Journal of Biomedical …, 2022 - Elsevier
Process mining techniques can be used to analyse business processes using the data
logged during their execution. These techniques are leveraged in a wide range of domains …

[HTML][HTML] Are we ready for conformance checking in healthcare? Measuring adherence to clinical guidelines: A scoping systematic literature review

E Oliart, E Rojas, D Capurro - Journal of Biomedical Informatics, 2022 - Elsevier
Clinical guidelines are recommendations of how to diagnose, treat, and manage a patient's
medical condition. Health organizations must measure adherence to clinical guidelines to …

[HTML][HTML] Building an artificial intelligence laboratory based on real world data: the experience of gemelli generator

A Damiani, C Masciocchi, J Lenkowicz… - Frontiers in Computer …, 2021 - frontiersin.org
The problem of transforming Real World Data into Real World Evidence is becoming
increasingly important in the frameworks of Digital Health and Personalized Medicine …

Towards more convergent main paths: A relevance-based approach

CH Huang, JS Liu, MHC Ho, TC Chou - Journal of Informetrics, 2022 - Elsevier
This research proposes a new approach that considers citation relevance in main path
analysis (MPA). Traditional MPA assumes that all citations have equal weight, but in practice …

[PDF][PDF] Using process mining in healthcare

N Martin, N Wittig, J Munoz-Gama - Process mining handbook, 2022 - library.oapen.org
This chapter introduces a specific application domain of process mining: healthcare.
Healthcare is a very promising domain for process mining given the significant societal …

[HTML][HTML] A differential process mining analysis of COVID-19 management for cancer patients

MA Cuendet, R Gatta, A Wicky, CL Gerard… - Frontiers in …, 2022 - frontiersin.org
During the acute phase of the COVID-19 pandemic, hospitals faced a challenge to manage
patients, especially those with other comorbidities and medical needs, such as cancer …

[HTML][HTML] A process mining approach for clinical guidelines compliance: real-world application in rectal cancer

M Savino, G Chiloiro, C Masciocchi… - Frontiers in …, 2023 - frontiersin.org
In the era of evidence-based medicine, several clinical guidelines were developed,
supporting cancer management from diagnosis to treatment and aiming to optimize patient …

Process mining in healthcare: Challenges and promising directions

R Gatta, S Orini, M Vallati - Artificial Intelligence in Healthcare: Recent …, 2022 - Springer
Process mining for healthcare is the discipline that focuses on mining, analysing, and
enhancing real-world healthcare processes. In this chapter, we provide a compelling …

[HTML][HTML] Process mining in clinical practice: Model evaluations in the central venous catheter installation training

G Battineni, N Chintalapudi, G Zacharewicz - Algorithms, 2022 - mdpi.com
An acknowledgment of feedback is extremely helpful in medical training, as it may improve
student skill development and provide accurate, unbiased feedback. Data are generated by …