MIMIC-III and Event Log

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# MIMIC-III and Event Log
## Paper Summary
### Zhipeng “Zippo” He
### School of Information Systems Queensland University of Technology
### 2021/11/23 (updated: 2021-11-23)

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### Paper 1: Conference paper from BPM 2017 Forum

Improving Pattern Detection in Healthcare Process Mining Using an **Interval-Based Event Selection Method**

<figure>
<img src="assets/img/interval.jpg" alt="Example of interval-based selection method definitions" style="width:100%">
<figcaption align = "center">Fig.1: Example of interval-based selection method definitions</figcaption>
</figure>

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### Paper 2: Conference paper from ICDIS 2018

Process mining in oncology using the MIMIC-III dataset

<figure>
<img src="assets/img/log-extraction.jpg" alt="The sequence of data extraction and transformation" style="width:100%">
<figcaption align = "center">Fig.2: The sequence of data extraction and transformation</figcaption>
</figure>

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### Paper 3: Health informatics journal, 2018 (extended version for Paper 2)

The assessment of data quality issues for process mining in healthcare using MIMIC-III

<figure>
<img src="assets/img/Lstar-lifecycle.jpg" alt="Adaptation of the L* life-cycle model to include data quality assessment." style="width:100%">
<figcaption align = "center">Fig.3: Adaptation of the L* life-cycle model to include data quality assessment.</figcaption>
</figure>

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### Paper 4: Conference paper from ICPM 2020 Workshop

Process Mining of Disease Trajectories in MIMIC-III: A Case Study

Based on paper:
> `\(PM^2\)`*: A Process Mining Project Methodology*

Conducting a case study on MIMIC-III