Name : Gihun Joo
Birthday : 1993.11.27
Job : Data Scientist
Every man takes the limits of his own field of vision for the limits of the world - Schopenhauer
모든 사람은 자신의 보는 시야의 한계를 세상의 한계로 받아들인다 - 쇼펜하우어
Features
PhD student of Kangwon National Univ.(2020.03 ~ .)
Data Scientist of Medical Data
Tech
Tensorflow - Deep learning of Medical Data (ECG, Cohort, etc..)
Keras - Quick deep learning code generation
Python - Data analysis and visualization
flutter - Application Development (beginner)
C - Algorithm probelm solving
Publications
- Clinical Implication of Machine Learning in Predicting the Occurrence of Cardiovascular Disease Using Big Data (Nationwide Cohort Data in Korea)
Gihun Joo, Yeongjin Song, Hyeonseung Im, Junbeom Park
IEEE Access. vol. 8, pp. 157643-157653, September 2020 PDF
Abstract Presentations
- Application of Artificial Neural Networks for Predicting Cardiovascular Disease
Gihun Joo, Yeongjin Song, Sungsoo Kim, Hyeonseung Im, Junbeom Park
The 62nd Annual Scientific Meeting of The Korean Society of Cardiology, 2018.10 (oral)
Dosmestic Journals
단어 임베딩과 GRU를 활용한 상품 범주 분류
김희상, 주기훈, 임현승
한국정보기술학회논문지, 19(4), pp. 11-18, 2021.04기계학습 옵티마이저 성능 평가
주기훈, 박치현, 임현승
전기전자학회논문지, 24(3), pp. 766-776, 2020.09
Domestic Conferences
의료 데이터를 활용한 AutoML 프레임워크 성능 비교
신승훈, 주기훈, 임현승, 박준범
한국정보과학회 2021 한국컴퓨터종합학술대회 (KCC), 2021.06노인을 위한 기계학습 기반 심방세동 예측 모델
주기훈, 송영진, 임현승, 박준범
한국정보과학회 2019 한국컴퓨터종합학술대회 (KCC), 2019.06