Özgür Özmen

According to our database1, Özgür Özmen authored at least 24 papers between 2012 and 2024.

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Timeline

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Links

On csauthors.net:

Bibliography

2024
A framework for inferring and analyzing pharmacotherapy treatment patterns.
BMC Medical Informatics Decis. Mak., December, 2024

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

2023
Race conditions and data partitioning: risks posed by common errors to reproducible parallel simulations.
Simul., April, 2023

CPViz: Visualizing clinical pathways represented in higher-order networks.
Proceedings of the Visualization and Data Analysis 2023, 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
Tissue scale agent-based simulation of premalignant progressions in Barrett's esophagus.
Simul., 2022

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

Real-time Multi-granular Analytics Framework for HIT Systems.
Proceedings of the IEEE International Conference on Big Data, 2022

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

2020
Quantifying the Uncertainty of Precision Estimates for Rule based Text Classifiers.
CoRR, 2020

Characterizing Sub-Cohorts via Data Normalization and Representation Learning.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

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

2019
Using Simulation to Quantify the Reliability of Control Software.
Proceedings of the 2019 Winter Simulation Conference, 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

2016
Analyzing the impact of modeling choices and assumptions in compartmental epidemiological models.
Simul., 2016

The impact of socio-technical communication styles on the diversity and innovation potential of global science collaboratories.
Comput. Math. Organ. Theory, 2016

High-performance computing framework for predictive simulation of healthcare delivery innovation.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015
Activity diagrams for DEVS models: a case study modeling health care behavior (WIP).
Proceedings of the Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, 2015

2014
Disaggregation and refinement of system dynamics models via agent-based modeling.
Proceedings of the 2014 Summer Simulation Multiconference, 2014

2013
An agent-based simulation study of a complex adaptive collaboration network.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

2012
An Information Foraging Model of Knowledge Creation and Spillover Dynamics in Open Source Science.
Int. J. Agent Technol. Syst., 2012

An agent-based information foraging model of scientific knowledge creation and spillover in open science communities.
Proceedings of the 2012 Spring Simulation Multiconference, 2012

A complex adaptive model of information foraging and preferential attachment dynamics in Global Participatory Science.
Proceedings of the IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2012


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