Xinyu Dong

Detection of Suicidality Among Opioid Users on Reddit: Machine Learning–Based Approach

Hannah Yao, Sina Rashidian, Xinyu Dong et al. · Journal of Medical Internet Research · 2020 · 63 citations · Full text

Machine Learning Based Opioid Overdose Prediction Using Electronic Health Records.

Xinyu Dong, Sina Rashidian, Yu Wang et al. · PubMed · 2019 · 50 citations · Full text

Opioid Epidemic, Engineering, Machine Learning +21

Predicting opioid overdose risk of patients with opioid prescriptions using electronic health records based on temporal deep learning

Xinyu Dong, Jianyuan Deng, Wei Hou et al. · Journal of Biomedical Informatics · 2021 · 49 citations

Opioid Epidemic, Overdose Risk, Machine Learning +14

Identifying risk of opioid use disorder for patients taking opioid medications with deep learning

Xinyu Dong, Jianyuan Deng, Sina Rashidian et al. · Journal of the American Medical Informatics Association · 2021 · 42 citations · Full text

A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction

Weimin Lyu, Xinyu Dong, Rachel Wong et al. · PubMed · 2022 · 35 citations · Full text

Structured Prediction, Engineering, Machine Learning +19