Angela Laurio

Orcid: 0000-0003-4142-5841

According to our database1, Angela Laurio authored at least 9 papers between 2019 and 2024.

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Bibliography

2024
EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records.
J. Biomed. Informatics, 2024

2023
Towards a Comparative Assessment of Data-Driven Process Models in Health Information Technology.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022
Detecting anomalous sequences in electronic health records using higher-order tensor networks.
J. Biomed. Informatics, 2022

A Systematic Review of Healthcare Information Technology Anomaly Classification.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Use of Event-Time Embeddings via RNN to Discern Novel Event Sequences in EHRs.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

2021
A new methodological framework for hazard detection models in health information technology systems.
J. Biomed. Informatics, 2021

2020
Adaptive Anomaly Detection for Dynamic Clinical Event Sequences.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Topic Modeling to Discern Irregular Order Patterns in Unlabeled Electronic Health Records.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Using EHR Data to Evaluate CPOE Safety.
Proceedings of the AMIA 2019, 2019


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