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1.
PK-RNN-V E: A deep learning model approach to vancomycin therapeutic drug monitoring using electronic health record data.
J Biomed Inform
; 133: 104166, 2022 09.
Artículo
en Inglés
| MEDLINE | ID: mdl-35985620
2.
Vasopressor treatment and mortality following nontraumatic subarachnoid hemorrhage: a nationwide electronic health record analysis.
Neurosurg Focus
; 48(5): E4, 2020 05 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-32357322
3.
Asthma Exacerbation Prediction and Risk Factor Analysis Based on a Time-Sensitive, Attentive Neural Network: Retrospective Cohort Study.
J Med Internet Res
; 22(7): e16981, 2020 07 31.
Artículo
en Inglés
| MEDLINE | ID: mdl-32735224
4.
Time-sensitive clinical concept embeddings learned from large electronic health records.
BMC Med Inform Decis Mak
; 19(Suppl 2): 58, 2019 04 09.
Artículo
en Inglés
| MEDLINE | ID: mdl-30961579
5.
A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set.
J Biomed Inform
; 84: 11-16, 2018 08.
Artículo
en Inglés
| MEDLINE | ID: mdl-29908902
6.
Deep learning model for personalized prediction of positive MRSA culture using time-series electronic health records.
Nat Commun
; 15(1): 2036, 2024 Mar 06.
Artículo
en Inglés
| MEDLINE | ID: mdl-38448409
7.
Dynamic Prognosis Prediction for Patients on DAPT After Drug-Eluting Stent Implantation: Model Development and Validation.
J Am Heart Assoc
; 13(3): e029900, 2024 Feb 06.
Artículo
en Inglés
| MEDLINE | ID: mdl-38293921
8.
Prediction of Brain Metastases Development in Patients With Lung Cancer by Explainable Artificial Intelligence From Electronic Health Records.
JCO Clin Cancer Inform
; 7: e2200141, 2023 04.
Artículo
en Inglés
| MEDLINE | ID: mdl-37018650
9.
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.
Lancet Digit Health
; 4(6): e415-e425, 2022 06.
Artículo
en Inglés
| MEDLINE | ID: mdl-35466079
10.
Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction.
NPJ Digit Med
; 4(1): 86, 2021 May 20.
Artículo
en Inglés
| MEDLINE | ID: mdl-34017034
11.
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.
Int J Infect Dis
; 113: 148-154, 2021 Dec.
Artículo
en Inglés
| MEDLINE | ID: mdl-34597766
12.
Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies.
J Am Med Inform Assoc
; 27(10): 1593-1599, 2020 10 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-32930711
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