Zhu Y - Search Results

1

Use of Natural Language Processing of Patient-Initiated Electronic Health Record Messages to Identify Patients With COVID-19 Infection.

Mermin-Bunnell K, Zhu Y, Hornback A, Damhorst G, Walker T, Robichaux C, Mathew L, Jaquemet N, Peters K, Johnson TM 2nd, Wang MD, Anderson B. Mermin-Bunnell K, et al. Among authors: zhu y. JAMA Netw Open. 2023 Jul 3;6(7):e2322299. doi: 10.1001/jamanetworkopen.2023.22299. JAMA Netw Open. 2023. PMID: 37418261 Free PMC article.

2

Improved Prediction on Heart Transplant Rejection Using Convolutional Autoencoder and Multiple Instance Learning on Whole-Slide Imaging.

Zhu Y, Wang MD, Tong L, Deshpande SR. Zhu Y, et al. IEEE EMBS Int Conf Biomed Health Inform. 2019 May;2019:10.1109/bhi.2019.8834632. doi: 10.1109/bhi.2019.8834632. Epub 2019 Sep 12. IEEE EMBS Int Conf Biomed Health Inform. 2019. PMID: 32577622 Free PMC article.

3

Feature Exploration and Causal Inference on Mortality of Epilepsy Patients Using Insurance Claims Data.

Zhu Y, Wu H, Wang MD. Zhu Y, et al. IEEE EMBS Int Conf Biomed Health Inform. 2019 May;2019:10.1109/bhi.2019.8834638. doi: 10.1109/bhi.2019.8834638. Epub 2019 Sep 12. IEEE EMBS Int Conf Biomed Health Inform. 2019. PMID: 32577623 Free PMC article.

4

Advancing Medical Imaging Informatics by Deep Learning-Based Domain Adaptation.

Choudhary A, Tong L, Zhu Y, Wang MD. Choudhary A, et al. Among authors: zhu y. Yearb Med Inform. 2020 Aug;29(1):129-138. doi: 10.1055/s-0040-1702009. Epub 2020 Aug 21. Yearb Med Inform. 2020. PMID: 32823306 Free PMC article. Review.

5

Regularization of Deep Neural Networks for EEG Seizure Detection to Mitigate Overfitting.

Saqib M, Zhu Y, Wang MD, Beaulieu-Jones B. Saqib M, et al. Among authors: zhu y. Proc COMPSAC. 2020 Jul;2020:664-673. doi: 10.1109/COMPSAC48688.2020.0-182. Epub 2020 Sep 22. Proc COMPSAC. 2020. PMID: 33073266 Free PMC article.

6

COVID-19 Automatic Diagnosis With Radiographic Imaging: Explainable Attention Transfer Deep Neural Networks.

Shi W, Tong L, Zhu Y, Wang MD. Shi W, et al. Among authors: zhu y. IEEE J Biomed Health Inform. 2021 Jul;25(7):2376-2387. doi: 10.1109/JBHI.2021.3074893. Epub 2021 Jul 27. IEEE J Biomed Health Inform. 2021. PMID: 33882010 Free PMC article.

7

Proposing Causal Sequence of Death by Neural Machine Translation in Public Health Informatics.

Zhu Y, Sha Y, Wu H, Li M, Hoffman RA, Wang MD. Zhu Y, et al. IEEE J Biomed Health Inform. 2022 Apr;26(4):1422-1431. doi: 10.1109/JBHI.2022.3163013. Epub 2022 Apr 14. IEEE J Biomed Health Inform. 2022. PMID: 35349461 Free PMC article.

8

Domain Adaptation Using Convolutional Autoencoder and Gradient Boosting for Adverse Events Prediction in the Intensive Care Unit.

Zhu Y, Venugopalan J, Zhang Z, Chanani NK, Maher KO, Wang MD. Zhu Y, et al. Front Artif Intell. 2022 Apr 11;5:640926. doi: 10.3389/frai.2022.640926. eCollection 2022. Front Artif Intell. 2022. PMID: 35481281 Free PMC article.

9

Early and fair COVID-19 outcome risk assessment using robust feature selection.

Giuste FO, He L, Lais P, Shi W, Zhu Y, Hornback A, Tsai C, Isgut M, Anderson B, Wang MD. Giuste FO, et al. Among authors: zhu y. Sci Rep. 2023 Nov 3;13(1):18981. doi: 10.1038/s41598-023-36175-4. Sci Rep. 2023. PMID: 37923795 Free PMC article.

10

Graph theoretic visualization of patient and health worker messaging in the EHR.

Zia Ul Haq M, Hornback A, Harzand A, Gutman DA, Gallaher B, Schoenberg ED, Zhu Y, Wang MD, Anderson B. Zia Ul Haq M, et al. Among authors: zhu y. Front Artif Intell. 2024 Dec 3;7:1422208. doi: 10.3389/frai.2024.1422208. eCollection 2024. Front Artif Intell. 2024. PMID: 39691750 Free PMC article.

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