My Homepage : https://softstat.github.io
- M.S. in Statistics and Data Science, Chung-Ang University (
2024.03 - 2026.02)- Full CAU Graduate Scholarship
- GPA : 4.35 / 4.5
- B.S. in Applied Statistics, Chung-Ang University (
2018.03 - 2024.02)- GPA : 3.93 / 4.5
"๋ฐ์ดํฐ๋ฅผ ํตํด ์๋ช ๊ณผ ์ฌํ์ ์ธ๊ณผ๊ด๊ณ๋ฅผ ์ฆ๋ช ํฉ๋๋ค."
- Survival Analysis: ๊ณ ๋ํ๋ ์์กด ์๊ฐ ๋ชจ๋ธ๋ง ๋ฐ GAT ๊ธฐ๋ฐ ์์ธก
- Biostatistics: ์๋ฃ ์์ ๋ฐ์ดํฐ ๋ฐ ์ผ์ ๊ธฐ๋ฐ ๋ณดํ ๋ถ์
- Causal Inference: Target Trial Emulation์ ํ์ฉํ ์ธ๊ณผ ์ถ๋ก
๐ Published / Accepted (Click to expand)
- [Nature Scientific Reports] Stroke walking and balance characteristics via PCA
- [Nature Scientific Reports] Standing balance test predicts the BBS score in patients with stroke
- [Accepted] Comparison of Overall Survival After Open vs. Robot-Assisted Radical Cystectomy: A Target Trial Emulation
โ๏ธ In Progress / Master's Thesis
- [Master's Thesis] Graph Attention Neural Networks for Survival Analysis of Default in Peer-to-Peer Lending
- [Preparing] Oncological Outcomes of RARC: A Real-World Cohort Study Using Cloning Approach
- [Preparing] Machine Learning for Gait Data: Improved Classification Using Multivariate Functional PCA combined with square root velocity framework
| Period | Project Title | Role/Focus |
|---|---|---|
| '23.07 - '24.01 | ๊ตญ๋ฆฝ์ฌํ์: ์ค์ถ์ ๊ฒฝ๊ณ ํ์์ ๋์์๋ฐฉ์ ์ํ ๋ฉํฐ์ผ์ ๊ธฐ๋ฐ ์ธ๊ณต์ง๋ฅ ์๊ณ ๋ฆฌ์ฆ ํ์ฉ ๋ฐ ์ค์ฌ์ฐ๊ตฌ | PCA ๊ธฐ๋ฐ ๋ณดํ ๋ฅ๋ ฅ ํ๊ฐ ๋ชจ๋ธ๋ง |
| '23.11 - '23.12 | ๊ฐ๊ธฐ ํ์์ ์์ธก ๋ฐ ๋ถ๋ฅ | ๋จธ์ ๋ฌ๋ ๊ธฐ๋ฐ ์๊ณ์ด ์์ธก |
| '22.10 - '22.12 | ๋ฌด์ ์ถฉ์ ๊ณ ์๋๋ก ์ ์ง ๋ถ์ | ๊ถ์ญ๋ณ ํด๋ฌ์คํฐ๋ง ํ์ฉ |
| '22.08 - '22.10 | 2022 ๋น ์ฝํ ์คํธ: ๋์ถ์ ์ฒญ ์์ธก | ๋ถ๋ฅ ๋ชจ๋ธ๋ง ๋ฐ ํผ์ฒ ์์ง๋์ด๋ง |
- Data & Analysis: ADsP, SQLD, ๋น ๋ฐ์ดํฐ๋ถ์๊ธฐ์ฌ, ์ฌํ์กฐ์ฌ๋ถ์์ฌ 2๊ธ
- Others: ํ๊ตญ์ฌ๋ฅ๋ ฅ๊ฒ์ ์ํ 1๊ธ, ์ปดํจํฐํ์ฉ๋ฅ๋ ฅ 1๊ธ
- Leadership: ์ 35๋ ์์ฉํต๊ณํ๊ณผ ํ์ํ์ฅ (
2022.12 - 2023.11)