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Jinghui Liu
Jinghui Liu
Bestätigte E-Mail-Adresse bei csiro.au
Titel
Zitiert von
Zitiert von
Jahr
Early prediction of diagnostic-related groups and estimation of hospital cost by processing clinical notes
J Liu, D Capurro, A Nguyen, K Verspoor
NPJ digital medicine 4 (1), 103, 2021
272021
Hybrid bag of approaches to characterize selection criteria for cohort identification
VGV Vydiswaran, A Strayhorn, X Zhao, P Robinson, M Agarwal, ...
Journal of the American Medical Informatics Association 26 (11), 1172-1180, 2019
202019
“Note Bloat” impacts deep learning-based NLP models for clinical prediction tasks
J Liu, D Capurro, A Nguyen, K Verspoor
Journal of biomedical informatics 133, 104149, 2022
182022
Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities
J Liu, D Capurro, A Nguyen, K Verspoor
Journal of Biomedical Informatics 145, 104466, 2023
52023
Improving text-based early prediction by distillation from privileged time-series text
J Liu, D Capurro, A Nguyen, K Verspoor
arXiv preprint arXiv:2301.10887, 2023
22023
Uncovering Variations in Clinical Notes for NLP Modeling.
J Liu, D Capurro, A Nguyen, K Verspoor
Studies in health technology and informatics 310, 1460-1461, 2024
2024
Catching Misdiagnosed Limb Fractures in the Emergency Department Using Cross-institution Transfer Learning
F Rusak, B Koopman, NJ Brown, K Chu, J Liu, A Nguyen
Proceedings of the 21st Annual Workshop of the Australasian Language …, 2023
2023
Natural Language Processing for Clinical Text
V Rozova, J Liu, M Conway
Proceedings of the 21st Annual Workshop of the Australasian Language …, 2023
2023
Enhancing Bacterial Infection Prediction in Critically Ill Patients by Integrating Clinical Text
J Liu, A Nguyen
Proceedings of the 21st Annual Workshop of the Australasian Language …, 2023
2023
Retrieving scientific abstracts iteratively: MedIER at TREC 2018 Precision Medicine Track.
J Liu, CA Kronk, WC Su, DTY Wu, VGV Vydiswaran
TREC, 2018
2018
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