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EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records.

, , , , , , , , и . J. Biomed. Informatics, (2024)

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Merry Lapasau

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A Systematic Review of Healthcare Information Technology Anomaly Classification., , , , , , , , , и 3 other автор(ы). ICHI, стр. 393-400. IEEE, (2022)A framework for inferring and analyzing pharmacotherapy treatment patterns., , , , , , , , , и 1 other автор(ы). BMC Medical Informatics Decis. Mak., 24 (1): 68 (декабря 2024)Adaptive Anomaly Detection for Dynamic Clinical Event Sequences., , , , , , , , , и 5 other автор(ы). IEEE BigData, стр. 4919-4928. IEEE, (2020)Uncovering the Cognitive Demands of EHR Use via Task Analysis., , , , , и . AMIA, AMIA, (2015)Topic Modeling to Discern Irregular Order Patterns in Unlabeled Electronic Health Records., , , , , , , , , и . BHI, стр. 1-4. IEEE, (2019)CPViz: Visualizing clinical pathways represented in higher-order networks., , , , , , , и . Visualization and Data Analysis, стр. 1-8. Society for Imaging Science and Technology, (2023)Converting Clinical Pathways to BPM+ Standards: A Case Study in Stable Ischemic Heart Disease., , , , и . CBMS, стр. 453-456. IEEE, (2020)Towards a Comparative Assessment of Data-Driven Process Models in Health Information Technology., , , , , , и . ICHI, стр. 338-343. IEEE, (2023)EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records., , , , , , , , и . J. Biomed. Informatics, (2024)Use of Event-Time Embeddings via RNN to Discern Novel Event Sequences in EHRs., , , , , , , , , и 3 other автор(ы). ICHI, стр. 639-643. IEEE, (2022)