Researcher Page

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Choi, Yoonjae (최윤재)
부교수, (김재철AI대학원)
Research Area
Machine Learning, Healthcare, Natural Language Processing
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning

    Hur Kyunghoon; Oh Jungwoo; Kim Junu; et al, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.28, no.1, pp.502 - 513, 2024-01

    2
    Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training

    Moon, Jong Hak; Lee, Hyungyung; Shin, Woncheol; et al, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.26, no.12, pp.6070 - 6080, 2022-12

    3
    Integrating blockchain technology with artificial intelligence for cardiovascular medicine

    Krittanawong, Chayakrit; Rogers, Albert J.; Aydar, Mehmet; et al, NATURE REVIEWS CARDIOLOGY, v.17, no.1, pp.1 - 3, 2020-01

    4
    RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records

    Kwon, Bum Chul; Choi, Min-Je; Kim, Joanne Taery; et al, IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v.25, no.1, pp.299 - 309, 2019-01

    5
    Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review

    Xiao, Cao; Choi, Edward; Sun, Jimeng, JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, v.25, no.10, pp.1419 - 1428, 2018-10

    6
    Using recurrent neural network models for early detection of heart failure onset

    Choi, Edward; Schuetz, Andy; Stewart, Walter F.; et al, JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, v.24, no.2, pp.361 - 370, 2017-03

    7
    Extracting Events from Web Documents for Social Media Monitoring Using Structured SVM

    Choi, Yoonjae; Ryu, Pum-Mo; Kim, Hyunki; et al, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, v.E96D, no.6, pp.1410 - 1414, 2013-06

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