publications

2025

  1. Sci. Data.
    EchoNotes Structured Database derived from MIMIC-III (ECHO-NOTE2NUM)
    Gloria Hyunjung Kwak, Dana Moukheiber, Mira Moukheiber, and 5 more authors
    Scientific Data, 2025
  2. Neurology: Clin. Pract.
    Practice-Pattern Variation in Neurocritical Care Blood Pressure Control Reveals Opportunities for Improved Long-Term Hypertension Control
    Megan Kennelly, Andrew J Webb, Sophie E Ack, and 3 more authors
    Neurology: Clinical Practice, 2025
  3. MedInfo
    Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model
    Mingchen Shao, Youjeong Kang, Xiao Hu, and 3 more authors
    The 20th World Congress on Medical and Health Informatics, 2025

2024

  1. Crit. Care Explor.
    Septic Shock Requiring Three Vasopressors: Patient Demographics and Outcomes
    Gloria Hyunjung Kwak, RWMA Madushani, Lasith Adhikari, and 8 more authors
    Critical Care Explorations, 2024
  2. Neurocrit. Care.
    Social Determinants of Health and Limitation of Life-Sustaining Therapy in Neurocritical Care: A CHoRUS Pilot Project
    Gloria Hyunjung Kwak, Hera A Kamdar, Molly J Douglas, and 6 more authors
    Neurocritical Care, 2024
  3. PhysioNet
    EchoNotes Structured Database derived from MIMIC-III (ECHO-NOTE2NUM)
    Gloria Hyunjung Kwak, Dana Moukheiber, Mira Moukheiber, and 5 more authors
    PhysioNet, 2024
  4. J. Dent. Sci.
    Effects of the COVID-19 pandemic on senior dental students in Korea: Examining stress, burnout, and depression
    Gloria Hyunjung Kwak, Seung-Ho Baek, and Eun-Jung Kwak
    Journal of Dental Sciences, 2024

2023

  1. AAAI
    Health Beyond Clinical Data:How Social Determinants of Health Impact Health Predictions
    Ming Yang, Gloria Hyunjung Kwak, Tom Pollard, and 2 more authors
    In AAAI/ACM Conference on AI, Ethics, and Society, 2023

2021

  1. PLOS
    Deep reinforcement learning approaches for global public health strategies for COVID-19 pandemic
    Gloria Hyunjung Kwak, Lowell Ling, and Pan Hui
    PLOS one, 2021
  2. Shock
    Predicting the need for vasopressors in the intensive care unit using an attention based deep learning model
    Gloria Hyunjung Kwak, Lowell Ling, and Pan Hui
    Shock, 2021
  3. AAAI
    Predicting Hyperkalemia in the ICU and Evaluation of Generalizability and Interpretability
    Gloria Hyunjung Kwak, Christina Chen, Lowell Ling, and 3 more authors
    AAAI Trustworthy Workshop, 2021

2020

  1. Sci. Rep.
    Predicting the need for intubation in the first 24 h after critical care admission using machine learning approaches
    Benjamin Ming Kit Siu, Gloria Hyunjung Kwak, Lowell Ling, and 1 more author
    Scientific reports, 2020
  2. Sci. Rep.
    Automatic mandibular canal detection using a deep convolutional neural network
    Gloria Hyunjung Kwak, Eun-Jung Kwak, Jae Min Song, and 5 more authors
    Scientific Reports, 2020

2019

  1. DeepHealth: Review and challenges of artificial intelligence in health informatics
    Gloria Hyunjung Kwak, and Pan Hui
    arXiv preprint, 2019