Xie Z - Search Results

1

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

Rasmy L, Xiang Y, Xie Z, Tao C, Zhi D. Rasmy L, et al. Among authors: xie z. NPJ Digit Med. 2021 May 20;4(1):86. doi: 10.1038/s41746-021-00455-y. NPJ Digit Med. 2021. PMID: 34017034 Free PMC article.

2

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.

Rasmy L, Nigo M, Kannadath BS, Xie Z, Mao B, Patel K, Zhou Y, Zhang W, Ross A, Xu H, Zhi D. Rasmy L, et al. Among authors: xie z. Lancet Digit Health. 2022 Jun;4(6):e415-e425. doi: 10.1016/S2589-7500(22)00049-8. Epub 2022 Apr 21. Lancet Digit Health. 2022. PMID: 35466079 Free PMC article.

3

PK-RNN-V E: A deep learning model approach to vancomycin therapeutic drug monitoring using electronic health record data.

Nigo M, Tran HTN, Xie Z, Feng H, Mao B, Rasmy L, Miao H, Zhi D. Nigo M, et al. Among authors: xie z. J Biomed Inform. 2022 Sep;133:104166. doi: 10.1016/j.jbi.2022.104166. Epub 2022 Aug 17. J Biomed Inform. 2022. PMID: 35985620 Free article.

4

Issues in Melanoma Detection: Semisupervised Deep Learning Algorithm Development via a Combination of Human and Artificial Intelligence.

Zhang X, Xie Z, Xiang Y, Baig I, Kozman M, Stender C, Giancardo L, Tao C. Zhang X, et al. Among authors: xie z. JMIR Dermatol. 2022 Dec 12;5(4):e39113. doi: 10.2196/39113. JMIR Dermatol. 2022. PMID: 37632881 Free PMC article.

5

Genetic InfoMax: Exploring Mutual Information Maximization in High-Dimensional Imaging Genetics Studies.

Xie Y, Xie Z, Islam SMS, Zhi D, Ji S. Xie Y, et al. Among authors: xie z. ArXiv [Preprint]. 2023 Sep 26:arXiv:2309.15132v1. ArXiv. 2023. PMID: 37808096 Free PMC article. Preprint.

6

Dynamic Prognosis Prediction for Patients on DAPT After Drug-Eluting Stent Implantation: Model Development and Validation.

Li F, Rasmy L, Xiang Y, Feng J, Abdelhameed A, Hu X, Sun Z, Aguilar D, Dhoble A, Du J, Wang Q, Niu S, Dang Y, Zhang X, Xie Z, Nian Y, He J, Zhou Y, Li J, Prosperi M, Bian J, Zhi D, Tao C. Li F, et al. Among authors: xie z. J Am Heart Assoc. 2024 Feb 6;13(3):e029900. doi: 10.1161/JAHA.123.029900. Epub 2024 Jan 31. J Am Heart Assoc. 2024. PMID: 38293921 Free PMC article.

7

Deep learning model for personalized prediction of positive MRSA culture using time-series electronic health records.

Nigo M, Rasmy L, Mao B, Kannadath BS, Xie Z, Zhi D. Nigo M, et al. Among authors: xie z. Nat Commun. 2024 Mar 6;15(1):2036. doi: 10.1038/s41467-024-46211-0. Nat Commun. 2024. PMID: 38448409 Free PMC article.

8

Unsupervised deep representation learning enables phenotype discovery for genetic association studies of brain imaging.

Patel K, Xie Z, Yuan H, Islam SMS, Xie Y, He W, Zhang W, Gottlieb A, Chen H, Giancardo L, Knaack A, Fletcher E, Fornage M, Ji S, Zhi D. Patel K, et al. Among authors: xie y, xie z. Commun Biol. 2024 Apr 5;7(1):414. doi: 10.1038/s42003-024-06096-7. Commun Biol. 2024. PMID: 38580839 Free PMC article.

9

iGWAS: Image-based genome-wide association of self-supervised deep phenotyping of retina fundus images.

Xie Z, Zhang T, Kim S, Lu J, Zhang W, Lin CH, Wu MR, Davis A, Channa R, Giancardo L, Chen H, Wang S, Chen R, Zhi D. Xie Z, et al. PLoS Genet. 2024 May 10;20(5):e1011273. doi: 10.1371/journal.pgen.1011273. Online ahead of print. PLoS Genet. 2024. PMID: 38728357 Free article.

10

Surface Facets Reconstruction in Copper-Based Materials for Enhanced Electrochemical CO₂ Reduction.

Xie Z, Wang Q, Yang H, Feng J, Chen J, Song S, Meng C, Wang K, Tong Y. Xie Z, et al. Small. 2024 May 15:e2401530. doi: 10.1002/smll.202401530. Online ahead of print. Small. 2024. PMID: 38751307

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