scholarly journals On Clinical Utility and Systematic Reporting in Case Studies of Healthcare Process Mining. Comment on: 10.3390/ijerph17041348 “Towards the Use of Standardised Terms in Clinical Case Studies for Process Mining in Healthcare”

Author(s):  
Dylan A. Mordaunt

Recently in Environmental Research and Public Health, Helm and colleagues reported on a systematic review of healthcare process mining (HPM) case reports, focusing on the reporting of technical and clinical aspects and discussing standardisation terms in future HCM reports utilising existing ontologies [...]

Author(s):  
Emmanuel Helm ◽  
Anna M. Lin ◽  
David Baumgartner ◽  
Alvin C. Lin ◽  
Josef Küng

Many thanks to Dr. Mordaunt for his thoughtful Comment, which we were delighted to read with great interest[...]


Author(s):  
Emmanuel Helm ◽  
Anna M. Lin ◽  
David Baumgartner ◽  
Alvin C. Lin ◽  
Josef Küng

Process mining can provide greater insight into medical treatment processes and organizational processes in healthcare. To enhance comparability between processes, the quality of the labelled-data is essential. A literature review of the clinical case studies by Rojas et al. in 2016 identified several common aspects for comparison, which include methodologies, algorithms or techniques, medical fields, and healthcare specialty. However, clinical aspects are not reported in a uniform way and do not follow a standard clinical coding scheme. Further, technical aspects such as details of the event log data are not always described. In this paper, we identified 38 clinically-relevant case studies of process mining in healthcare published from 2016 to 2018 that described the tools, algorithms and techniques utilized, and details on the event log data. We then correlated the clinical aspects of patient encounter environment, clinical specialty and medical diagnoses using the standard clinical coding schemes SNOMED CT and ICD-10. The potential outcomes of adopting a standard approach for describing event log data and classifying medical terminology using standard clinical coding schemes are further discussed. A checklist template for the reporting of case studies is provided in the Appendix A to the article.


2013 ◽  
Vol 12 (2) ◽  
pp. 75-75

The case studies below are referred to in the articles “Pulmonary Hypertension in Patients with Chronic Kidney Disease: Noninvasive Strategies for Patient Phenotyping and Risk Assessment” by Amresh Raina, MD, and “Hemodynamic Evaluation of Pulmonary Hypertension in Chronic Kidney Disease” by Ryan Tedford, MD, and Paul Forfia, MD, on the following pages.


2017 ◽  
Vol 41 (S1) ◽  
pp. S417-S417
Author(s):  
T. Sarmiento Luque ◽  
J.M. Sanchez

This paper presents a clinical case of trichotillomania. Therefore, the aim of this study is to present in detail the procedure followed in a case of trichotillomania in a public health context, using cognitive-behavioral techniques, in order to deepen the knowledge of the efficacy of these treatment procedures and demonstrate the feasibility of implementation.The results obtained show significant improvements in different clinical aspects: first, the hair pulling behavior disappeared completely; moreover, anxiety diminished significantly and mood normalized. All these results allow us to conclude that the intervention was successful.Disclosure of interestThe authors have not supplied their declaration of competing interest.


Author(s):  
Luc J. Jordaens ◽  
Dominic A.M.J. Theuns

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