Dong X - Search Results

1

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

Yao H, Rashidian S, Dong X, Duanmu H, Rosenthal RN, Wang F. Yao H, et al. Among authors: dong x. J Med Internet Res. 2020 Nov 27;22(11):e15293. doi: 10.2196/15293. J Med Internet Res. 2020. PMID: 33245287 Free PMC article.

2

Machine Learning Based Opioid Overdose Prediction Using Electronic Health Records.

Dong X, Rashidian S, Wang Y, Hajagos J, Zhao X, Rosenthal RN, Kong J, Saltz M, Saltz J, Wang F. Dong X, et al. AMIA Annu Symp Proc. 2020 Mar 4;2019:389-398. eCollection 2019. AMIA Annu Symp Proc. 2020. PMID: 32308832 Free PMC article.

3

Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach.

Rashidian S, Abell-Hart K, Hajagos J, Moffitt R, Lingam V, Garcia V, Tsai CW, Wang F, Dong X, Sun S, Deng J, Gupta R, Miller J, Saltz J, Saltz M. Rashidian S, et al. Among authors: dong x. JMIR Med Inform. 2020 Dec 17;8(12):e22649. doi: 10.2196/22649. JMIR Med Inform. 2020. PMID: 33331828 Free PMC article.

4

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

Dong X, Deng J, Hou W, Rashidian S, Rosenthal RN, Saltz M, Saltz JH, Wang F. Dong X, et al. J Biomed Inform. 2021 Apr;116:103725. doi: 10.1016/j.jbi.2021.103725. Epub 2021 Mar 9. J Biomed Inform. 2021. PMID: 33711546 Free article.

5

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

Dong X, Deng J, Rashidian S, Abell-Hart K, Hou W, Rosenthal RN, Saltz M, Saltz JH, Wang F. Dong X, et al. J Am Med Inform Assoc. 2021 Jul 30;28(8):1683-1693. doi: 10.1093/jamia/ocab043. J Am Med Inform Assoc. 2021. PMID: 33930132 Free PMC article.

6

A Large-Scale Observational Study on the Temporal Trends and Risk Factors of Opioid Overdose: Real-World Evidence for Better Opioids.

Deng J, Hou W, Dong X, Hajagos J, Saltz M, Saltz J, Wang F. Deng J, et al. Among authors: dong x. Drugs Real World Outcomes. 2021 Sep;8(3):393-406. doi: 10.1007/s40801-021-00253-8. Epub 2021 May 26. Drugs Real World Outcomes. 2021. PMID: 34037960 Free PMC article.

7

An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction.

Dong X, Wong R, Lyu W, Abell-Hart K, Deng J, Liu Y, Hajagos JG, Rosenthal RN, Chen C, Wang F. Dong X, et al. Artif Intell Med. 2023 Jan;135:102439. doi: 10.1016/j.artmed.2022.102439. Epub 2022 Nov 3. Artif Intell Med. 2023. PMID: 36628797 Free PMC article.

8

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

Lyu W, Dong X, Wong R, Zheng S, Abell-Hart K, Wang F, Chen C. Lyu W, et al. Among authors: dong x. AMIA Annu Symp Proc. 2023 Apr 29;2022:719-728. eCollection 2022. AMIA Annu Symp Proc. 2023. PMID: 37128451 Free PMC article.

9

Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction.

Liu Y, Dong X, Lyu W, Rosenthal RN, Wong R, Ma T, Kong J, Wang F. Liu Y, et al. Among authors: dong x. AMIA Jt Summits Transl Sci Proc. 2024 May 31;2024:334-343. eCollection 2024. AMIA Jt Summits Transl Sci Proc. 2024. PMID: 38827110 Free PMC article.

10

A typical NLR recognizes a family of structurally conserved effectors to confer plant resistance against adapted and non-adapted Phytophthora pathogens.

Dong X, Lu X, Zhu H, Zhu Z, Ji P, Li X, Li T, Zhang X, Ai G, Dou D. Dong X, et al. Mol Plant. 2025 Jan 24:S1674-2052(25)00039-5. doi: 10.1016/j.molp.2025.01.018. Online ahead of print. Mol Plant. 2025. PMID: 39863922

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