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๐๐ปโโ๏ธ Welcome to the AI Health Informatics Lab at Dongguk University! Professor Sangsoo Lim (PI) and his team of students are developing cutting-edge data mining and machine learning approaches for bioinformatics, pharmacogenomics, and cheminformatics research problems. We aim to advance our understanding of complex biomedical big data and improve human health. Join us in our exciting journey of discovery and innovation!
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๐ [๋ชจ์ง๊ณต๊ณ ]
- ์ธ๊ณต์ง๋ฅ๊ณผ ๋ฐ์ดํฐ์ฌ์ด์ธ์ค๋ฅผ ํตํด ์๋ฌผ, ํํ ๋ถ์ผ์ ๋ฌธ์ ๋ฅผ ํด๊ฒฐํ๊ธฐ ์ํ ์ฐ๊ตฌ๋ฅผ ํ๊ณ ์์ต๋๋ค. (์๋ฌผ์ ๋ณดํ, ํํ์ ๋ณดํ)
- ๋ฐ์ฌ๊ณผ์ , ์์ฌ๊ณผ์ , ํ์์ฌ์ฐ๊ณ๊ณผ์ , ํ๋ถ์ ์ธํด ๋ชจ๋ ํ์ํฉ๋๋ค.
- ์ปดํจํฐ๊ณตํ/์ธ๊ณต์ง๋ฅ/๋ฐ์ดํฐ์ฌ์ด์ธ์ค/ํต๊ณ/ํํ/์๋ฌผ/์ฝํ ๊ด๋ จ ์ ๊ณต์ ๊ณต๋ถํ๊ฑฐ๋, ๊ด์ฌ์ด ์๋ ํ์๋ค์ด๋ฉด ๋์ฑ ์ข์ต๋๋ค.
- ๋ํ์ ์
ํ์ ์ผ๋ฐ๋ํ์ ์ปดํจํฐยทAIํ๊ณผ ์์์ผ๋ก ๊ฐ๋ฅํฉ๋๋ค.
- ์ฐ๊ตฌ/์
ํ ๊ด๋ จ ์์ธํ ๋ด์ฉ์ ๊ฐ์ธ๋ฉด๋ด์ ํ์ฉํด์ฃผ์ธ์.
- ์ด๋ฉ์ผ([email protected])๋ก ๋ฌธ์์ฃผ์๋ฉด ๋ฉ๋๋ค.
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๐ฅ Current Members
๐ Lectures
- 2024 Spring
- [ํ๋ถ] CSC2004-02 ์ด๋๋ฒค์ฒ๋์์ธ
- [ํ๋ถ] CSC4018-04 ์ข
ํฉ์ค๊ณ1
- [ํ๋ถ] CSC4008-01 ๋ค๋ณ๋๋ฐ์๊ณ์ด๋ฐ์ดํฐ๋ถ์
- [ํ๋ถ] NAD1005-01 N-ํ์์ ๋ฐ์ดํฐ๋ถ์
- [ํ๋ถ] DAI3065, DAI3066 ๊ฐ๋ณ์ฐ๊ตฌ: ์ฝ๋ฌผ์ ์ฌ์ฒด, ์ฝ๋ฌผ์ฌ์ฐฝ์ถ
- [๋ํ์] CAI7111-01 ์ธ๊ณต์ง๋ฅ๊ฐ๋ก
- [๋ํ์] CAI7178-01 ์ฐํํ๋ก์ ํธ๊ธฐ์ด
- [๋ํ์] INP6013-01 ์ ์ฝ๋ฐ์ด์ค์ฐ์
๋น
๋ฐ์ดํฐ๋ฐAIํ์ฉ(์ฌ๋ก)
- Course Archives
๐ฐ Publications
Full list of publication records:
*Publication highlights (*TBD)
๐ฅ๏ธ Research Interests
- ๐จ๐ปโ๐ปย ์๋ฌผ์ ๋ณดํ ๋ฌธ์ ๋ฅผ ํด๊ฒฐํ๊ธฐ ์ํ ๋จธ์ ๋ฌ๋ ๋ชจ๋ธ ๋ฐ ๋ฐ์ดํฐ๋ง์ด๋ ๊ธฐ๋ฒ ๊ฐ๋ฐ
- ์ฐจ์์ถ์(dimensionality reduction)
- ๋คํธ์ํฌ ์๋ฌผํ(network biology)
- ๋ฉํฐ์ค๋ฏน์ค ๋ฐ์ดํฐ ํตํฉ ๋ถ์(multi-omics data integration)
- ๐ย ์ธ๊ณต์ง๋ฅ ๊ธฐ์ ์ ํตํ ์ ์ฝ๊ฐ๋ฐ ๋ฌธ์ ํด๊ฒฐ
- ๊ทธ๋ํ ํ์ต ๊ธฐ๋ฒ์ ์ด์ฉํ ๋ฒค์น๋งํฌ ํํํ์ต(Augmenting chemical graphs to pre-train large-scale benchmarks)
- ์ฝ๋ฌผ ๋ฐ์์ฑ ์์ธก(Drug response prediction)
- ์ฝ๋ฌผ ์ถ์ฒ(Drug recommendation)
- ์์ฑํ ๊ทธ๋ํ ๊ธฐ์ ์ ์ด์ฉํ ์ฝ๋ฌผ ๊ตฌ์กฐ ์ต์ ํ(Optimizing chemical graph structures)
- Graph kernels
- ๐ฅ๏ธ Multimodal AI on Healthcare Problems
- interpreting medical images with molecular profiles
๐ฆ Grants
๐ฃ Contact Information
๐ย Office hour: Anytime (e-mail ํ์)
๐ซย Office: ์ ๋ณด๋ฌธํ๊ดP๋ P621ํธ
โจ๏ธย Lab: ์ ๋ณด๋ฌธํ๊ดP๋ P636ํธ
๐ฉย E-mail: [email protected]
๐ย Tel: 3848
๐ฐ News
- (Mar 30th, 2024) ๐ Conglatulations to ๋
ธ๋ฏผํธ for being awarded the ์์ฌ๊ณผ์ ์์ฐ๊ตฌ์ฅ๋ ค์ง์์ฌ์
granted by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education for the project titled โ๊ณต๊ฐ ์ ์ฌ์ฒด ๋ฐ์ดํฐ์ ํจ์ค์จ์ด ์ดํ
์
์ฆ๊ฐ ๋์กฐํ์ต ๊ธฐ๋ฐ ์กฐ์ง๋ณ๋ฆฌํ ์ด๋ฏธ์ง์ ๊ณต๊ฐ ์์ญ ๋ถํ '.
- (Feb 14th, 2024) ๐๐ปย New undergraduate student (ํ์์) joined the lab for research intership!
- (Jan 3rd, 2024) ๐๐ปย Two graduate students (์ด๋ช
์ง and ์ด์ฑ๊ฒฝ) joined the lab!
- (Aug 28th, 2023) ๐๐ปย New undergraduate student ( ์ฅ์ฌ์ฉ ) joined the lab for research intership!
- (Aug 21st, 2023) ๐๐ปย New graduate student (๋
ธ๋ฏผํธ) joined the lab!
- (Jun 21st, 2023) ๐๐ปย Two undergraduate students (์ด์์ and ์ ์์ด) joined the lab for summer research internship!
๐ท Lab Photos
2024 Jan: Brunch
2024 Day 1
2023 Sep: First Dinner