Rasmy L - Search Results

1

Vasopressor treatment and mortality following nontraumatic subarachnoid hemorrhage: a nationwide electronic health record analysis.

Williams G, Maroufy V, Rasmy L, Brown D, Yu D, Zhu H, Talebi Y, Wang X, Thomas E, Zhu G, Yaseen A, Miao H, Leon Novelo L, Zhi D, DeSantis SM, Zhu H, Yamal JM, Aguilar D, Wu H. Williams G, et al. Among authors: rasmy l. Neurosurg Focus. 2020 May 1;48(5):E4. doi: 10.3171/2020.2.FOCUS191002. Neurosurg Focus. 2020. PMID: 32357322

2

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

Rasmy L, Wu Y, Wang N, Geng X, Zheng WJ, Wang F, Wu H, Xu H, Zhi D. Rasmy L, et al. J Biomed Inform. 2018 Aug;84:11-16. doi: 10.1016/j.jbi.2018.06.011. Epub 2018 Jun 15. J Biomed Inform. 2018. PMID: 29908902 Free PMC article.

3

Time-sensitive clinical concept embeddings learned from large electronic health records.

Xiang Y, Xu J, Si Y, Li Z, Rasmy L, Zhou Y, Tiryaki F, Li F, Zhang Y, Wu Y, Jiang X, Zheng WJ, Zhi D, Tao C, Xu H. Xiang Y, et al. Among authors: rasmy l. BMC Med Inform Decis Mak. 2019 Apr 9;19(Suppl 2):58. doi: 10.1186/s12911-019-0766-3. BMC Med Inform Decis Mak. 2019. PMID: 30961579 Free PMC article.

4

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

Xiang Y, Ji H, Zhou Y, Li F, Du J, Rasmy L, Wu S, Zheng WJ, Xu H, Zhi D, Zhang Y, Tao C. Xiang Y, et al. Among authors: rasmy l. J Med Internet Res. 2020 Jul 31;22(7):e16981. doi: 10.2196/16981. J Med Internet Res. 2020. PMID: 32735224 Free PMC article.

5

Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies.

Rasmy L, Tiryaki F, Zhou Y, Xiang Y, Tao C, Xu H, Zhi D. Rasmy L, et al. J Am Med Inform Assoc. 2020 Oct 1;27(10):1593-1599. doi: 10.1093/jamia/ocaa180. J Am Med Inform Assoc. 2020. PMID: 32930711 Free PMC article.

6

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. 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.

7

Real World Long-term Assessment of The Efficacy of Tocilizumab in Patients with COVID-19: Results From A Large De-identified Multicenter Electronic Health Record Dataset in the United States.

Nigo M, Rasmy L, May SB, Rao A, Karimaghaei S, Kannadath BS, De la Hoz A, Arias CA, Li L, Zhi D. Nigo M, et al. Among authors: rasmy l. Int J Infect Dis. 2021 Dec;113:148-154. doi: 10.1016/j.ijid.2021.09.067. Epub 2021 Sep 29. Int J Infect Dis. 2021. PMID: 34597766 Free PMC article.

8

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. 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.

9

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: rasmy l. 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.

10

Prediction of Brain Metastases Development in Patients With Lung Cancer by Explainable Artificial Intelligence From Electronic Health Records.

Li Z, Li R, Zhou Y, Rasmy L, Zhi D, Zhu P, Dono A, Jiang X, Xu H, Esquenazi Y, Zheng WJ. Li Z, et al. Among authors: rasmy l. JCO Clin Cancer Inform. 2023 Apr;7:e2200141. doi: 10.1200/CCI.22.00141. JCO Clin Cancer Inform. 2023. PMID: 37018650 Free PMC article.

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