基本信息
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职业迁徙
个人简介
I am broadly interested in Machine Learning for Healthcare, especially in representation learning for time series, signals, and image data. I am interested in fairness/robustness, representational learning, and causal inference.
As I was once a neuroscientist (did research under the guidance of prof. Seung-Hee Lee and prof. JaeJin Kim), I still have an interest in neuroscience as general: specifically its extension to the clinical field, neuro-inspired AI, and AI-inspired neuroscience.
Past Research Interest: I used to do research in synthetic and systems biology, and I am proud that was served as a Team leader of the KAIST-Korea team of iGEM 2012 (We are the first team from Korea who won Gold prize from iGEM! This was done under the guidance of prof. Byung Kwan Cho). While in medical school, I used to be in wet lab, doing cancer cell research! I cultured spherical cell called Glioblastoma and did research on stemness, invasiveness of the cancer stem cell (Check out my paper, which was done under the guidance of prof. Seok-Gu Kang).
As I was once a neuroscientist (did research under the guidance of prof. Seung-Hee Lee and prof. JaeJin Kim), I still have an interest in neuroscience as general: specifically its extension to the clinical field, neuro-inspired AI, and AI-inspired neuroscience.
Past Research Interest: I used to do research in synthetic and systems biology, and I am proud that was served as a Team leader of the KAIST-Korea team of iGEM 2012 (We are the first team from Korea who won Gold prize from iGEM! This was done under the guidance of prof. Byung Kwan Cho). While in medical school, I used to be in wet lab, doing cancer cell research! I cultured spherical cell called Glioblastoma and did research on stemness, invasiveness of the cancer stem cell (Check out my paper, which was done under the guidance of prof. Seok-Gu Kang).
研究兴趣
论文共 148 篇作者统计合作学者相似作者
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Hyewon Jeong,Sarah Jabbour,Yuzhe Yang, Rahul Thapta,Hussein Mozannar,William Jongwon Han,Nikita Mehandru,Michael Wornow,Vladislav Lialin,Xin Liu,Alejandro Lozano, Jiacheng Zhu,
Machine Learning for Health Workshop (2024): 1-12
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Keon Young Lee,Kyoung-Ho Song,Kyoung Hwa Lee,Jin Yang Baek,Eu Suk Kim,Young Goo Song, Yong Chan Kim,Yoon Soo Park,Jin Young Ahn,Jun Yong Choi,Won Suk Choi,Seongman Bae,
Vaccine (2024)
Hyewon Jeong,Nassim Oufattole,Matthew Mcdermott,Aparna Balagopalan, Bryan Jangeesingh,Marzyeh Ghassemi,Collin Stultz
CoRR (2023)
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Yae Jee Baek, Woo-Joong Kim,Jae-Hoon Ko,Youn-Jung Lee,Jin Young Ahn,Jung Ho Kim, Ho Cheol Jang,Hye Won Jeong,Yong Chan Kim,Yoon Soo Park,Sung -Han Kim,Kyong Ran Peck,
Yun Sang Cho,Ji-Hyuk Park,Jong Wan Kim, Jin-Ju Lee,So Youn Youn, Hyeon Seop Byeon,Hye Won Jeong,Dong-Min Kim,Shi Nae Yu, Jang Won Yoon,Dongmi Kwak,Han Sang Yoo,
Journal of Korean medical scienceno. 24 (2023)
JOURNAL OF IMMUNOLOGYno. 11 (2023): 1687-1699
Machine Learning in Health Care (2023): 321-342
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Heejin Nam,June-Young Koh,Jae Hyung Jung, Hyeongseok Jeong,Hye Won Jeong,Shinhye Cheon,Su-Hyung Park, Yeon-Sook Kim,Eui-Cheol Shin
JOURNAL OF IMMUNOLOGYno. 11 (2023): 1687-1699
Journal of medical Internet research (2023): e45041-e45041
Scientific reportsno. 1 (2023): 6837-5
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