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2020 – today
- 2024
[j3]Haoran Niu
, Olufemi A. Omitaomu, Michael A. Langston, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Angela Laurio, Merry Ward, Jonathan R. Nebeker:
EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records. J. Biomed. Informatics 150: 104605 (2024)- 2023
- [c6]Hilda B. Klasky, Özgür Özmen, Olufemi A. Omitaomu, Mohammed M. Olama, Merry Ward, Angela Laurio, Jonathan R. Nebeker:
Towards a Comparative Assessment of Data-Driven Process Models in Health Information Technology. ICHI 2023: 338-343 - 2022
- [j2]Haoran Niu, Olufemi A. Omitaomu, Michael A. Langston, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Angela Laurio, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker:
Detecting anomalous sequences in electronic health records using higher-order tensor networks. J. Biomed. Informatics 135: 104219 (2022) - [c5]Laura Pullum, Olufemi A. Omitaomu, Mohammed M. Olama, Addi Thakur Malviya, Ozgur Ozmer, Hilda B. Klasky, P. Teja Kuruganti, Merry Ward, Jeanie M. Scott, Angela Laurio, Brian C. Sauer, Frank Drews, Jonathan R. Nebeker:
A Systematic Review of Healthcare Information Technology Anomaly Classification. ICHI 2022: 393-400 - [c4]Özgür Özmen, Hilda B. Klasky, Olufemi A. Omitaomu, Mohammed M. Olama, P. Teja Kuruganti, Laura Pullum, Addi Thakur Malviya, Merry Ward, Jeanie M. Scott, Angela Laurio, Brian C. Sauer, Frank Drews, Jonathan R. Nebeker:
Use of Event-Time Embeddings via RNN to Discern Novel Event Sequences in EHRs. ICHI 2022: 639-643 - 2021
- [j1]Olufemi A. Omitaomu, Hilda B. Klasky, Mohammed M. Olama, Özgür Özmen, Laura Pullum, Addi Thakur Malviya, P. Teja Kuruganti, Jeanie M. Scott, Angela Laurio, Frank Drews, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker:
A new methodological framework for hazard detection models in health information technology systems. J. Biomed. Informatics 124: 103937 (2021) - 2020
- [c3]Haoran Niu, Olufemi A. Omitaomu, Qing C. Cao, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Laura Pullum, Addi Thakur Malviya, P. Teja Kuruganti, Jeanie M. Scott, Angela Laurio, Frank Drews, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker:
Adaptive Anomaly Detection for Dynamic Clinical Event Sequences. IEEE BigData 2020: 4919-4928
2010 – 2019
- 2019
- [c2]Angela L. Laurio, Aaron S. Dietz, Jean M. Scott, David C. Classen:
Using EHR Data to Evaluate CPOE Safety. AMIA 2019 - [c1]Özgür Özmen, Hilda B. Klasky, Olufemi A. Omitaomu, Mohammed M. Olama, P. Teja Kuruganti, Laura Pullum, Merry Ward, Jeanie M. Scott, Angela Laurio, Jonathan R. Nebeker:
Topic Modeling to Discern Irregular Order Patterns in Unlabeled Electronic Health Records. BHI 2019: 1-4
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