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This work presents a detailed review of synthetic EHRs, focusing on the various evaluation methods used to assess the quality of the generated EHRs.
Aug 21, 2024 · This work presents a detailed review of synthetic EHRs, focusing on the various evaluation methods used to assess the quality of the generated EHRs.
In this work, we present an overview of evaluation methods and propose an evaluation framework to guide the evaluation of synthetic EHRs.
Evaluation of synthetic electronic health records: A systematic review and experimental assessment. https://doi.org/10.1016/j.neucom.2024.128253 ·. Journal ...
Oct 16, 2022 · This work outlines two metrics called Similarity and Uniqueness for sample-wise assessment of synthetic datasets.
Missing: systematic review
Oct 16, 2022 · This work outlines two metrics called Similarity and Uniqueness for sample-wise assessment of synthetic datasets.
Evaluation of synthetic electronic health records : A systematic review and experimental assessment ; Budu, Emmanuella, 1995- (author) ; Etminani, Farzaneh, 1984- ...
An overview of evaluation methods is presented and an evaluation framework to guide the evaluation of synthetic EHRs is proposed, as the available methods ...
Oct 1, 2024 · Evaluation of synthetic electronic health records: A systematic review and experimental assessment. Emmanuella Budu. Kobra Etminani. Amira ...
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6 days ago · Evaluation of synthetic electronic health records: A systematic review and experimental assessment. Neurocomputing, page 128253, 2024. 31 ...