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Gloria Hyunjung Kwak
Gloria Hyunjung Kwak
PhD
Verified email at ucl.ac.uk
Title
Cited by
Cited by
Year
Automatic mandibular canal detection using a deep convolutional neural network
GH Kwak, EJ Kwak, JM Song, HR Park, YH Jung, BH Cho, P Hui, ...
Scientific Reports 10 (1), 5711, 2020
1092020
DeepHealth: Deep Learning for Health Informatics
GH Kwak, P Hui
arXiv preprint arXiv:1909.00384, 2019
302019
Deep reinforcement learning approaches for global public health strategies for COVID-19 pandemic
GH Kwak, L Ling, P Hui
PloS one 16 (5), e0251550, 2021
292021
Predicting the need for intubation in the first 24 h after critical care admission using machine learning approaches
BMK Siu, GH Kwak, L Ling, P Hui
Scientific reports 10 (1), 20931, 2020
252020
DeepHealth: Review and challenges of artificial intelligence in health informatics
GH Kwak, P Hui
arXiv preprint arXiv:1909.00384, 2019
182019
Predicting the need for vasopressors in the intensive care unit using an attention based deep learning model
GH Kwak, L Ling, P Hui
Shock 56 (1), 73-79, 2021
102021
Automatic mandibular canal detection using a deep convolutional neural network. Sci Rep 10: 5711
GH Kwak, EJ Kwak, JM Song, HR Park, YH Jung, BH Cho, P Hui, ...
72020
Evaluating the Impact of Social Determinants on Health Prediction in the Intensive Care Unit
MY Yang, GH Kwak, T Pollard, LA Celi, M Ghassemi
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 333-350, 2023
22023
Predicting Hyperkalemia in the ICU and Evaluation of Generalizability and Interpretability
GH Kwak, C Chen, L Ling, E Ghosh, LA Celi, P Hui
arXiv preprint arXiv:2101.06443, 2021
22021
Evaluating the Impact of Social Determinants on Health Prediction
MY Yang, GH Kwak, T Pollard, LA Celi, M Ghassemi
arXiv preprint arXiv:2305.12622, 2023
12023
Modelling global public health strategies in COVID-19 pandemic using deep reinforcement learning
GH Kwak, L Ling, P Hui
1*2020
EchoNotes Structured Database derived from MIMIC-III (ECHO-NOTE2NUM)
G Kwak, D Moukheiber, M Moukheiber, L Moukheiber, S Moukheiber, ...
PhysioNet 2024, 39, 38
138
Effects of the COVID-19 pandemic on senior dental students in Korea: Examining stress, burnout, and depression
GH Kwak, SH Baek, EJ Kwak
Journal of Dental Sciences, 2023
2023
1178: INCIDENCE AND RISK OF MORTALITY IN PATIENTS ON THREE VASOPRESSORS FOR MANAGEMENT OF SEPTIC SHOCK
GH Kwak, RWMA Madushani, L Adhikari, AY Yan, LA Celi, A Wong, ...
Critical Care Medicine, 2023
2023
Neuroscience intensive care mortality, limitation of life-sustaining therapy, and detection of neurologic deterioration are associated with social determinants of health
GH Kwak, SE Ack, HA Kamdar, CB Reeves, N Yechoor, T Williamson, ...
Neurocritical Care 37, 2022
2022
Predicting Hyperkalemia in the ICU and Evaluation of Generalizability and Interpretability
G Hyunjung Kwak, C Chen, L Ling, E Ghosh, LA Celi, P Hui
arXiv e-prints, arXiv: 2101.06443, 2021
2021
DeepHealth: Deep Learning for Health Informatics
GH Kwak, P Hui
arXiv preprint arXiv:1909.00384, 2019
2019
Modelling global public health strategies in COVID-19 pandemic using deep reinforcement learning
GH Kwak, L Ling, P Hui
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