Blog Archives

What’s that disease called? Overview of icd package

May 10, 2019
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What’s that disease called? Overview of icd package

Intro There are many illnesses and diseases known to man. How do the various stakeholders in the medical science industry classify the same illness? The illness will need to be coded in a standardized manner to aid in fair reimbursements and concise reporting of diseases. The International Classification of Diseases (ICD) provides this uniform coding system. The ICD “is the...

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Process Mining (Part 3/3): More analysis and visualizations

May 1, 2019
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Process Mining (Part 3/3): More analysis and visualizations

Intro A week ago, Havard Business Review published an article on process mining and provided reasons for companies to adopt it. If you need a refresher on the concepts of process mining, you can refer to my first post. Conducting process mining is easy with R’s bupaR package. bupaR allows you to create a variety of visualizations as you analyse...

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Process Mining (Part 2/3): More on bupaR package

April 20, 2019
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Recap In the last post, the discipline of event log and process mining were defined. The bupaR package was introduced as a technique to do process mining in R. Objectives for This Post Visualize workflow Understand the concept of activity reoccurrences We will use a pre-loaded dataset sepsis from the bupaR package. This event log is based on real life management of sepsis from...

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Process Mining (Part 1/3): Introduction to bupaR package

March 7, 2019
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Event Logs The digitalization of healthcare is more than just electronic medical records. It has also allowed each instance a clinician conducts an activity for a patient to be stored as a log. These logs stored in the healthcare institution’s information system are known as event logs. Event logs captured these fundamental information: Activity Activity is a well-defined step in a process....

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How I set up my first website (again)

January 19, 2019
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How I set up my first website (again)

Rebirth A week ago, I created my first website using Hugo template, Tufte. Initially, I was eagar to write my posts using Tufte style but I had severeal difficulties with the template. Firstly, I could not display full RSS feeds. Having a website with full RSS feeds is a prerequisite to be on r-bloggers. Secondly, the tags did not work....

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