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@kcw0331
kcw0331
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Changwoo Kim kcw0331

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kcw0331 /README.md

Hi, I'm Changwoo Kim πŸ‘‹

Clinical Data Scientist | Surgical EMR Research Dataset (300K cases) | Aortic Surgery Hemodynamics Analysis

Asan Medical Center
Contact: cwkim0331@gmail.com


About Me

I work on transforming hospital EMR data into research-ready surgical datasets.

Currently, I am building a structured research database based on
6 years of surgical EMR data (~300,000 cases), inspired by publicly available perioperative research datasets such as INSPIRE and MOVER.

I am also conducting an ongoing study on the association between
intraoperative hemodynamic changes during aortic surgery and
30-day postoperative mortality.

Patient-level clinical data cannot be shared due to privacy and institutional policies.


Technical Stack

Languages

Database / Platform


Current Work

Surgical EMR β†’ Research Dataset (6 Years, ~300K Cases)

  • Transforming surgical EMR data into a structured, research-ready format
  • Organizing dataset structure inspired by perioperative research datasets (e.g., INSPIRE, MOVER)

Aortic Surgery Hemodynamics Study (Ongoing)

  • Analyzing intraoperative hemodynamic changes during aortic surgery
  • Assessing association with 30-day postoperative mortality

Interests

  • Clinical research data modeling and standardization (CDM)
  • Pharmacology
  • Bio-signal and perioperative data analysis

Transforming complex clinical data into structured research assets.

Pinned Loading

  1. I'm a night πŸ¦‰ I'm a night πŸ¦‰
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    🌞 Morning 20 commits β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘ 5.3%
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    πŸŒ† Daytime 70 commits β–ˆβ–ˆβ–ˆβ–‰β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘ 18.7%
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    πŸŒƒ Evening 223 commits β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘ 59.5%
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    πŸŒ™ Night 62 commits β–ˆβ–ˆβ–ˆβ–β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘ 16.5%
  2. Changwoo Kim's GitHub Stats Changwoo Kim's GitHub Stats
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    ⭐ Total Stars: 1
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    βž• Total Commits: 395
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    πŸ”€ Total PRs: 15
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    🚩 Total Issues: 1
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    πŸ“¦ Contributed to: 2

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