Laila Rasmy

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 17

Top Topics

Predictive Model

Top Venues

J. Biomed. Informatics

Publications

Shenghan Zhang, Haoxuan Li, Ruixiang Tang, Sirui Ding, Laila Rasmy, Degui Zhi, Na Zou, Xia Hu
PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data. ICHI (2023)
Laila Rasmy, Ziqian Xie, Degui Zhi
Training Recurrent Neural Network-Based Model to Predict COVID-19 Patient Risk for PASC using Pytorch_EHR - Hands-on Tutorial on N3C. ICHI (2023)
Bingyu Mao, Ziqian Xie, Laila Rasmy, Masayuki Nigo, Degui Zhi
A Deep-Learning-based Two-Compartment Predictive Model (PKRNN-2CM) for Vancomycin Therapeutic Drug Monitoring. ICHI (2023)
Shenghan Zhang, Haoxuan Li, Ruixiang Tang, Sirui Ding, Laila Rasmy, Degui Zhi, Na Zou, Xia Hu
PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data. CoRR (2023)
Laila Rasmy, Peter Beshara, Bijun S. Kannadath, Degui Zhi
Pancreatic cancer risk prediction using recurrent neural network models trained on electronic health records and claims data. AMIA (2022)
Masayuki Nigo, Hong Thoai Nga Tran, Ziqian Xie, Han Feng, Bingyu Mao, Laila Rasmy, Hongyu Miao, Degui Zhi
PK-RNN-V E: A deep learning model approach to vancomycin therapeutic drug monitoring using electronic health record data. J. Biomed. Informatics 133 (2022)
Angela Ross, Laila Rasmy, Degui Zhi, Kathleen McGrow
Explainability versus Accuracy to Engender Trust. AMIA (2022)
Laila Rasmy, Imane Sebari, Mohamed Ettarid
Automatic Sub-Pixel Co-Registration of Remote Sensing Images Using Phase Correlation and Harris Detector. Remote. Sens. 13 (12) (2021)
Laila Rasmy, Bijun S. Kannadath, Masayuki Nigo, Ziqian Xie, Bingyu Mao, Khush A. Patel, Yujia Zhou, Xiao Dong, Hua Xu, Degui Zhi
Generalizable Gated Recurrent Neural Network based model to predict COVID-19 patient outcomes on admission. AMIA (2021)
Niloofar Shahidi, Xuanzhi Lin, Yuda Munarko, Laila Rasmy, Tram Ngo
AQUA: an Advanced QUery Architecture for the SPARC Portal. F1000Research 10 (2021)
Laila Rasmy, Yang Xiang, Ziqian Xie, Cui Tao, Degui Zhi
Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction. npj Digit. Medicine 4 (2021)
Laila Rasmy, Jie Zhu, Zhiheng Li, Xin Hao, Hong Thoai Tran, Yujia Zhou, Firat Tiryaki, Yang Xiang, Hua Xu, Degui Zhi
Simple Recurrent Neural Networks is all we need for clinical events predictions using EHR data. CoRR (2021)
Laila Rasmy, Masayuki Nigo, Bijun S. Kannadath, Ziqian Xie, Bingyu Mao, Khush A. Patel, Wanheng Zhang, Yujia Zhou, Angela Ross, Hua Xu, Degui Zhi
CovRNN: predicting outcomes of COVID-19 patients on admission using their electronic health records with minimal data processing. AMIA (2021)
Laila Rasmy, Yang Xiang, Ziqian Xie, Cui Tao, Degui Zhi
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction. CoRR (2020)
Laila Rasmy, Firat Tiryaki, Yujia Zhou, Yang Xiang, Cui Tao, Hua Xu, Degui Zhi
Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies. J. Am. Medical Informatics Assoc. 27 (10) (2020)
Yang Xiang, Jun Xu, Yuqi Si, Zhiheng Li, Laila Rasmy, Yujia Zhou, Firat Tiryaki, Fang Li, Yaoyun Zhang, Yonghui Wu, Xiaoqian Jiang, W. Jim Zheng, Degui Zhi, Cui Tao, Hua Xu
Time-sensitive clinical concept embeddings learned from large electronic health records. BMC Medical Informatics Decis. Mak. (2) (2019)
Laila Rasmy, Yonghui Wu, Ningtao Wang, Xin Geng, W. Jim Zheng, Fei Wang, Hulin Wu, Hua Xu, Degui Zhi
A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set. J. Biomed. Informatics 84 (2018)