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Feature Engineering and Process Mining to Enable Hazard Detection in Health Information Technology.
AMIA Jt Summits Transl Sci Proc. 2020 May 30;2020:469-476. eCollection 2020.
AMIA Jt Summits Transl Sci Proc. 2020.
PMID: 32477668
Free PMC article.
Real-Time Automated Hazard Detection Framework for Health Information Technology Systems.
Omitaomu OA, Ozmen O, Olama MM, Pullum LL, Kuruganti T, Nutaro J, Klasky HB, Zandi H, Advani A, Laurio AL, Ward M, Scott J, Nebeker JR.
Omitaomu OA, et al. Among authors: klasky hb.
Health Syst (Basingstoke). 2019 May 7;8(3):190-202. doi: 10.1080/20476965.2019.1599701. eCollection 2019.
Health Syst (Basingstoke). 2019.
PMID: 31839931
Free PMC article.
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A new methodological framework for hazard detection models in health information technology systems.
Omitaomu OA, Klasky HB, Olama M, Ozmen O, Pullum L, Malviya Thakur A, Kuruganti T, Scott JM, Laurio A, Drews F, Sauer BC, Ward M, Nebeker JR.
Omitaomu OA, et al. Among authors: klasky hb.
J Biomed Inform. 2021 Dec;124:103937. doi: 10.1016/j.jbi.2021.103937. Epub 2021 Oct 21.
J Biomed Inform. 2021.
PMID: 34687867
Free article.
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Detecting anomalous sequences in electronic health records using higher-order tensor networks.
Niu H, Omitaomu OA, Langston MA, Olama M, Ozmen O, Klasky HB, Laurio A, Sauer B, Ward M, Nebeker J.
Niu H, et al. Among authors: klasky hb.
J Biomed Inform. 2022 Nov;135:104219. doi: 10.1016/j.jbi.2022.104219. Epub 2022 Oct 13.
J Biomed Inform. 2022.
PMID: 36243337
Free article.
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Process mining for healthcare: Characteristics and challenges.
Munoz-Gama J, Martin N, Fernandez-Llatas C, Johnson OA, Sepúlveda M, Helm E, Galvez-Yanjari V, Rojas E, Martinez-Millana A, Aloini D, Amantea IA, Andrews R, Arias M, Beerepoot I, Benevento E, Burattin A, Capurro D, Carmona J, Comuzzi M, Dalmas B, de la Fuente R, Di Francescomarino C, Di Ciccio C, Gatta R, Ghidini C, Gonzalez-Lopez F, Ibanez-Sanchez G, Klasky HB, Prima Kurniati A, Lu X, Mannhardt F, Mans R, Marcos M, Medeiros de Carvalho R, Pegoraro M, Poon SK, Pufahl L, Reijers HA, Remy S, Rinderle-Ma S, Sacchi L, Seoane F, Song M, Stefanini A, Sulis E, Ter Hofstede AHM, Toussaint PJ, Traver V, Valero-Ramon Z, Weerd IV, van der Aalst WMP, Vanwersch R, Weske M, Wynn MT, Zerbato F.
Munoz-Gama J, et al. Among authors: klasky hb.
J Biomed Inform. 2022 Mar;127:103994. doi: 10.1016/j.jbi.2022.103994. Epub 2022 Jan 29.
J Biomed Inform. 2022.
PMID: 35104641
Free article.
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Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports.
Yoon HJ, Klasky HB, Gounley JP, Alawad M, Gao S, Durbin EB, Wu XC, Stroup A, Doherty J, Coyle L, Penberthy L, Blair Christian J, Tourassi GD.
Yoon HJ, et al. Among authors: klasky hb.
J Biomed Inform. 2020 Oct;110:103564. doi: 10.1016/j.jbi.2020.103564. Epub 2020 Sep 9.
J Biomed Inform. 2020.
PMID: 32919043
Free PMC article.
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Optimal vocabulary selection approaches for privacy-preserving deep NLP model training for information extraction and cancer epidemiology.
Yoon HJ, Stanley C, Christian JB, Klasky HB, Blanchard AE, Durbin EB, Wu XC, Stroup A, Doherty J, Schwartz SM, Wiggins C, Damesyn M, Coyle L, Tourassi GD.
Yoon HJ, et al. Among authors: klasky hb.
Cancer Biomark. 2022;33(2):185-198. doi: 10.3233/CBM-210306.
Cancer Biomark. 2022.
PMID: 35213361
Free PMC article.
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EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records.
Niu H, Omitaomu OA, Langston MA, Olama M, Ozmen O, Klasky HB, Laurio A, Ward M, Nebeker J.
Niu H, et al. Among authors: klasky hb.
J Biomed Inform. 2024 Feb;150:104605. doi: 10.1016/j.jbi.2024.104605. Epub 2024 Feb 6.
J Biomed Inform. 2024.
PMID: 38331082
Free article.
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