Laila Rasmy

Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction

Laila Rasmy, Yang Xiang, Ziqian Xie et al. · npj Digital Medicine · 2021 · 755 citations · Full text

A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set

Laila Rasmy, Yonghui Wu, Ningtao Wang et al. · Journal of Biomedical Informatics · 2018 · 132 citations · Full text

Heart Failure, Engineering, Machine Learning +9

Recurrent neural network models (CovRNN) for predicting outcomes of patients with COVID-19 on admission to hospital: model development and validation using electronic health record data

Laila Rasmy, Masayuki Nigo, Bijun S. Kannadath et al. · The Lancet Digital Health · 2022 · 82 citations · Full text

Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction

Laila Rasmy, Yang Xiang, Ziqian Xie et al. · arXiv (Cornell University) · 2020 · 61 citations · Full text

Artificial Intelligence, Structured Prediction, Llm Fine-tuning +21

Asthma Exacerbation Prediction and Risk Factor Analysis Based on a Time-Sensitive, Attentive Neural Network: Retrospective Cohort Study

Yang Xiang, Hangyu Ji, Yujia Zhou et al. · Journal of Medical Internet Research · 2020 · 52 citations · Full text