Publications

All the publications that I have done or collaborated with. (†:Equal contribution)

Preprints

  1. Multimodal Electronic Health Record Foundation Models with Electrocardiogram for Cardiovascular Disease Prediction
    Junmo Kim, Young-Kwan Kim, and Kwangsoo Kim
    Under Review, 2025
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    2. International Journals

  2. MedRep: Medical Concept Representation for General Electronic Health Record Foundation Models
    Junmo Kim, Namkyeong Lee, Jiwon Kim, and Kwangsoo Kim
    Journal of the American Medical Informatics Association, 2026
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  3. Prediction of antibiotic-associated cutaneous adverse drug reactions using electronic health record foundation models
    Junmo Kim†, Kyunghoon Kim†, Jeong-Eun Yun, Yu-Kyoung Hwang, Min-Gyu Kang, Seok Kim, Sooyoung Yoo, Chaiho Shin, Suhyun Kim, Kwangsoo Kim, Sae-Hoon Kim
    npj Digital Medicine, 2026
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  4. Pretrained patient trajectories for adverse drug event prediction using common data model-based electronic health records
    Junmo Kim, Joo Seong Kim, Ji-Hyang Lee, Min-Gyu Kim, Taehyun Kim, Chaeeun Cho, Rae Woong Park, and Kwangsoo Kim
    Communications Medicine, 2025
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    1. Identifying potential medical aid beneficiaries using machine learning: A Korean Nationwide cohort study
      Junmo Kim, Su Hyun Park, Hyesu Lee, Su Kyoung Lee, Jihye Kim, Suhyun Kim, Yong Jin Kwon, Kwangsoo Kim
      International Journal of Medical Informatics, 2025
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    1. Deep learning-based prediction of Clostridioides difficile infection caused by antibiotics using longitudinal electronic health records
      Junmo Kim†, Joo Seong Kim†, Sae-Hoon Kim, Sooyoung Yoo, Jun Kyu Lee, Kwangsoo Kim
      npj Digital Medicine, 2024
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    2. Continual learning framework for a multicenter study with an application to electrocardiogram
      Junmo Kim, Min Hyuk Lim, Kwangsoo Kim, Hyung-Jin Yoon
      BMC Medical Informatics and Decision Making, 2024
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    1. Deep learning-based long-term risk evaluation of incident type 2 diabetes using electrocardiogram in a non-diabetic population: a retrospective, multicentre study
      Junmo Kim, Hyun-Lim Yang, Su Hwan Kim, Siun Kim, Jisoo Lee, Jiwon Ryu, Kwangsoo Kim, Zio Kim, Gun Ahn, Doyun Kwon, Hyung-Jin Yoon
      eClinicalMedicine, 2024
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    2. Risks of complicated acute appendicitis in patients with psychiatric disorders
      Junmo Kim†, Chaeyoung Yang†, Hyung Joon Joo, Rae Woong Park, Ga Eun Kim, Daeho Kim, Joonho Choi, Jun Ho Lee, Eunkyung Kim, Seon-Cheol Park, Kwangsoo Kim, Il Bin Kim
      BMC psychiatry, 2022
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    3. Real-time evaluation of cerebral autoregulation based on near-infrared spectroscopy to predict clinical outcome after bypass surgery in Moyamoya disease
      Junmo Kim, Eun-Jin Ha, Hee-Soo Kim, Eun-Young Park, Hyung-Chul Lee, Yoon-Hee Choo, Youngbo Shim, Kwangsoo Kim, Keewon Kim, Seung-Bo Lee
      BioMed Research International, 2022
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