[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 for healthcare: Characteristics and challenges
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 …
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 sco** systematic literature review
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 …
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
The problem of transforming Real World Data into Real World Evidence is becoming
increasingly important in the frameworks of Digital Health and Personalized Medicine …
increasingly important in the frameworks of Digital Health and Personalized Medicine …
Towards more convergent main paths: A relevance-based approach
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 …
analysis (MPA). Traditional MPA assumes that all citations have equal weight, but in practice …
[PDF][PDF] Using process mining in healthcare
This chapter introduces a specific application domain of process mining: healthcare.
Healthcare is a very promising domain for process mining given the significant societal …
Healthcare is a very promising domain for process mining given the significant societal …
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 …
supporting cancer management from diagnosis to treatment and aiming to optimize patient …
A differential process mining analysis of COVID-19 management for cancer patients
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 …
patients, especially those with other comorbidities and medical needs, such as cancer …
Process mining in healthcare: Challenges and promising directions
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 …
enhancing real-world healthcare processes. In this chapter, we provide a compelling …
Process mining in clinical practice: Model evaluations in the central venous catheter installation training
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 …
student skill development and provide accurate, unbiased feedback. Data are generated by …