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Laila Rasmy
Laila Rasmy
Other namesLaila Rasmy Bekhet, Laila Bekhet
UTHealth McWilliams School of Biomedical Informatics
Verified email at uth.tmc.edu - Homepage
Title
Cited by
Cited by
Year
Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction
L Rasmy, Y Xiang, Z Xie, C Tao, D Zhi
NPJ digital medicine 4 (1), 86, 2021
4412021
A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set
L Rasmy, Y Wu, N Wang, X Geng, WJ Zheng, F Wang, H Wu, H Xu, D Zhi
Journal of biomedical informatics 84, 11-16, 2018
1232018
Recurrent neural network models (CovRNN) for predicting outcomes of patients with COVID-19 on admission to hospital: model development and validation using electronic health …
L Rasmy, M Nigo, BS Kannadath, Z Xie, B Mao, K Patel, Y Zhou, W Zhang, ...
The Lancet Digital Health 4 (6), e415-e425, 2022
432022
Asthma exacerbation prediction and risk factor analysis based on a time-sensitive, attentive neural network: retrospective cohort study
Y Xiang, H Ji, Y Zhou, F Li, J Du, L Rasmy, S Wu, WJ Zheng, H Xu, D Zhi, ...
Journal of medical Internet research 22 (7), e16981, 2020
372020
Time-sensitive clinical concept embeddings learned from large electronic health records
Y Xiang, J Xu, Y Si, Z Li, L Rasmy, Y Zhou, F Tiryaki, F Li, Y Zhang, Y Wu, ...
BMC medical informatics and decision making 19, 139-148, 2019
302019
Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies
L Rasmy, F Tiryaki, Y Zhou, Y Xiang, C Tao, H Xu, D Zhi
Journal of the American Medical Informatics Association 27 (10), 1593-1599, 2020
252020
pretrained contextualized embeddings on largescale structured electronic health records for disease prediction. npj Digital Medicine. 2021; 4 (1): 1–13
L Rasmy, Y Xiang, Z Xie, C Tao, DMB Zhi
22
Vasopressor treatment and mortality following nontraumatic subarachnoid hemorrhage: a nationwide electronic health record analysis
G Williams, V Maroufy, L Rasmy, D Brown, D Yu, H Zhu, Y Talebi, X Wang, ...
Neurosurgical Focus 48 (5), E4, 2020
142020
PK-RNN-V E: A deep learning model approach to vancomycin therapeutic drug monitoring using electronic health record data
M Nigo, HTN Tran, Z Xie, H Feng, B Mao, L Rasmy, H Miao, D Zhi
Journal of Biomedical Informatics 133, 104166, 2022
102022
Simple Recurrent Neural Networks is all we need for clinical events predictions using EHR data
L Rasmy, J Zhu, Z Li, X Hao, HT Tran, Y Zhou, F Tiryaki, Y Xiang, H Xu, ...
arXiv preprint arXiv:2110.00998, 2021
102021
Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction, NPJ Digital Medicine 4 (1)(2021) 1–13
L Rasmy, Y Xiang, Z Xie, C Tao, D Zhi
URL https://doi. org/10.1038/s41746-021-00455-y, 2021
72021
Real World Long-term Assessment of The Efficacy of Tocilizumab in Patients with COVID-19: Results From A Large De-identified Multicenter Electronic Health Record Dataset in the …
M Nigo, L Rasmy, SB May, A Rao, S Karimaghaei, BS Kannadath, ...
International Journal of Infectious Diseases 113, 148-154, 2021
32021
PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data
S Zhang, H Li, R Tang, S Ding, L Rasmy, D Zhi, N Zou, X Hu
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI …, 2023
22023
AI-aided dynamic prediction of bleeding and ischemic risk after coronary stenting and subsequent DAPT
F Li, L Rasmy, Y Xiang, J Feng, J Du, D Aguilar, A Dhoble, Q Wang, S Niu, ...
medRxiv, 2022.02. 05.22270508, 2022
12022
AQUA: An Advanced QUery Architecture for the SPARC Portal
N Shahidi, X Lin, Y Munarko, L Rasmy, T Ngo
F1000Research 10, 930, 2021
12021
Deep learning model for personalized prediction of positive MRSA culture using time-series electronic health records
M Nigo, L Rasmy, B Mao, BS Kannadath, Z Xie, D Zhi
Nature Communications 15 (1), 2036, 2024
2024
Dynamic Prognosis Prediction for Patients on DAPT After Drug‐Eluting Stent Implantation: Model Development and Validation
F Li, L Rasmy, Y Xiang, J Feng, A Abdelhameed, X Hu, Z Sun, D Aguilar, ...
Journal of the American Heart Association 13 (3), e029900, 2024
2024
A deep-learning-based two-compartment predictive model (PKRNN-2CM) for vancomycin therapeutic drug monitoring
B Mao, Z Xie, L Rasmy, M Nigo, D Zhi
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI …, 2023
2023
Training Recurrent Neural Network-Based Model to Predict COVID-19 Patient Risk for PASC using Pytorch_EHR–Hands-on Tutorial on N3C
L Rasmy, Z Xie, D Zhi
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI …, 2023
2023
Prediction of Brain Metastases Development in Patients With Lung Cancer by Explainable Artificial Intelligence From Electronic Health Records
Z Li, R Li, Y Zhou, L Rasmy, D Zhi, P Zhu, A Dono, X Jiang, H Xu, ...
JCO Clinical Cancer Informatics 7, e2200141, 2023
2023
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