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Hilda B. Klasky
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2020 – today
- 2024
- [j5]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
- [j4]Jorge Munoz-Gama
, Niels Martin
, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda
, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini
, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente
, Chiara Di Francescomarino, Claudio Di Ciccio
, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez
, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati
, Xixi Lu, Felix Mannhardt
, Ronny Mans, Mar Marcos
, Renata Medeiros de Carvalho, Marco Pegoraro
, Simon K. Poon, Luise Pufahl, Hajo A. Reijers
, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane
, Minseok Song
, Alessandro Stefanini
, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst
, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato
:
Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 127: 103994 (2022) - [j3]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
- [j2]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
- [j1]Hong-Jun Yoon, Hilda B. Klasky, John P. Gounley
, Mohammed M. Alawad, Shang Gao, Eric B. Durbin, Xiao-Cheng Wu, Antoinette Stroup, Jennifer A. Doherty, Linda Coyle, Lynne Penberthy, James Blair Christian, Georgia D. Tourassi:
Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports. J. Biomed. Informatics 110: 103564 (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 - [c2]Hong-Jun Yoon
, Hilda B. Klasky
, Eric B. Durbin, Xiao-Cheng Wu, Antoinette Stroup, Jennifer A. Doherty, Linda Coyle, Lynne Penberthy, Christopher B. Stanley
, James Blair Christian, Georgia D. Tourassi:
Privacy-Preserving Knowledge Transfer with Bootstrap Aggregation of Teacher Ensembles. Poly/DMAH@VLDB 2020: 87-99
2010 – 2019
- 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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last updated on 2024-08-05 20:20 CEST by the dblp team
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