CV of Yonghwa CHoi

Yonghwa Choi, B.S.

Current Work

  • Data Mining & Information System Lab in Korea University, South Korea

Current Position

  • Ph.D. Student (M.S. and Ph.D. Integrated Course)

Email

  • under1210 [at] gmail [dot] com
  • yonghwachoi [at] korea [dot] ac [dot] kr

Phone

  • +82-10-7220-1210

Main Research Interest:

    • Natural Language Processing
    • Question & Answering
    • BioInformatics / Clinical Decision Support System for Major Depressive Disorder

Personal Sites

Github:

LinkedIn

Education

M.S. and Ph.D. Integrated Course (Current)

  • 2015.09 - Present
  • Advisor: Prof. Jaewoo Kang
  • Data Mining and Information System Lab, Korea University, Seoul, South Korea

B.S.

  • 2011.03 - 2015.08
  • Computer Science in Korea University, Seoul, South Korea

Publications

International Conference

  • "Deep Learning of Mutation-Gene-Drug Relations from the Literature for Precision Medicine"; Kyubum Lee*, Byounggun Kim*, Yonghwa Choi, Sunkyu Kim, Wonho Shin, Sunwon Lee, Sungjoon Park, Seongsoon Kim, Aik Choon Tan, and Jaewoo Kang; Intelligent Systems for Molecular Biology and European Conference on Computational Biology (ISMB/ECCB 2017); Prague, Czech Republic; July 21-25 2017 (Poster)
  • "SEMO: Searching Majority Opinions on Movies using SNS and QA Threads"; Jukyong Lee*, Yonghwa Choi, Suhkyung Kim, Seongsoon Kim and Jaewoo Kang; The 25th International World Wide Web Conference (WWW 2016); Montreal, Canada; Apr 11-15 2016 (Demo)


International Journal

  • "ReSimNet: Drug Response Similarity Prediction based on a Siamese Neural Network"; Minji Jeon*, Donghyeon Park*, Jinhyuk Lee, Hwisang Jeon, Miyoung Ko, Sunyku Kim, Yonghwa Choi and Jaewoo Kang; Bioinformatics 2018 (Review in Progress)
  • "Deep learning of mutation-gene-drug relations from the literature"; Kyubum Lee*, Byounggun Kim*, Yonghwa Choi, Sunkyu Kim, Wonho Shin, Sunwon Lee, Sungjoon Park, Seongsoon Kim, Aik Choon Tan and Jaewoo Kang; BMC Bioinformatics 2018 (IE: 2.448)
  • "A Pilot Study of Biomedical Text Comprehension using an Attention-Based Deep Neural Reader: Design and Experimental Analysis"; Seongsoon Kim*, Donghyeon Park*, Yonghwa Choi*; Kyubum Lee, Byounggun Kim, Minji Jeon, Jihye Kim, Aik Choon Tan, Jaewoo Kang; JMIR Medical Informatics 2018 (IF: To be announced)
  • "HiPub: translating PubMed and PMC texts to networks for knowledge discovery"; Kyubum Lee*, Wonho Shin, Byounggun Kim, Sunwon Lee, Yonghwa Choi, Sunkyu Kim, Minji Jeon, Aik Choon Tan and Jaewoo Kang; BIOINFORMATICS Vol. 32 Issue 18 Aug 2016 (IF: 5.766)


Domestic Conference

  • "멀티 모달 데이터를 이용한 한국형 주요 우울 장애 진단 모델"; 최용화, 전민지, 김선규, 한규만, 원은수, 김아람, 함병주, 강재우; 한국정보과학회 KCC 2018; Jun 20-22 2018. (구두발표, 우수논문선정)
  • "기계 이해의 학습을 위한 새로운 데이터셋의 제안"; 박동현, 김성순, 최용화, 강재우; 한국멀티미디어학회 2016 추계학슬대회; Oct 21-22 2016. (구두발표)
  • "언어 자질을 사용한 블로그 작성자의 성별 예측에 대한 연구"; 장혁윤, 임상락, 최용화, 강재우; KCC 한국정보과학회 2015년 동계학술대회; Dec 17-19 2015. (구두발표)


Domestic Journal

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