Concurrent Imputation and Prediction on EHR data using Bi-Directional GANs: Bi-GANs for EHR imputation and prediction. | ACM BCB;20212021 Aug. | MEDLINE

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Concurrent Imputation and Prediction on EHR data using Bi-Directional GANs: Bi-GANs for EHR imputation and prediction.

Gupta, Mehak; Bunnell, H Timothy; Phan, Thao-Ly T; Beheshti, Rahmatollah.

Affiliation

Gupta M; University of Delaware Newark, Delaware, USA.
Bunnell HT; Nemours Children's Health System Willmington, Delaware, USA.
Phan TT; Nemours Children's Health System Willmington, Delaware, USA.
Beheshti R; University of Delaware Newark, Delaware, USA.

ACM BCB ; 20212021 Aug.

Article in En | MEDLINE | ID: mdl-34604866

Key words

Adversarial Training; Electronic Health Record; Recurrent Neural Network

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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: ACM BCB Year: 2021 Document type: Article Affiliation country: United States

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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: ACM BCB Year: 2021 Document type: Article Affiliation country: United States