Lukasz Mazur
Orcid: 0000-0001-9793-7999
According to our database1,
Lukasz Mazur
authored at least 21 papers
between 2014 and 2024.
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Bibliography
2024
Using an explainable machine learning approach to prioritize factors contributing to healthcare professionals' burnout.
J. Intell. Inf. Syst., August, 2024
2023
Using the TURF Framework to Design an Enhanced Dosimetry Quality Assurance Checklist in an Academic Medical Center.
Proceedings of the Design, User Experience, and Usability, 2023
2022
State of the evidence on simulation-based electronic health records training: A scoping review.
Health Informatics J., 2022
Evaluation of Data Visualizations for an Electronic Patient Preferences Tool for Older Adults Diagnosed with Hematologic Malignancies.
Proceedings of the Workshop on Visual Analytics in Healthcare, 2022
Using Explainable Supervised Machine Learning to Predict Burnout in Healthcare Professionals.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022
An Interpretable Machine Learning Approach to Prioritizing Factors Contributing to Clinician Burnout.
Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022
Designing a Workplace Violence Reporting Tool for Healthcare Workers in Hospital Settings.
Proceedings of the HCI in Business, Government and Organizations, 2022
Development of an Electronic Healthcare Tool to Elicit Patient Preferences in Older Adults Diagnosed with Hematologic Malignancies.
Proceedings of the Human Aspects of IT for the Aged Population. Technology in Everyday Living, 2022
Human-Centered Participatory Co-design of a Dosimetry-Quality Assurance Checklist in an Academic Cancer Center.
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Health, Operations Management, and Design, 2022
An Interpretable Machine Learning Approach to Prioritizing Factors Contributing to Clinician Burnout.
Proceedings of the AMIA 2022, 2022
2021
Feature Engineering for Interpretable Machine Learning for Quality Assurance in Radiation Oncology.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Electronic Reporting of Workplace Violence Incidents: Improving the Usability, and Optimizing Healthcare Workers' Cognitive Workload, and Performance.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Co-Design Approaches Involving Older Adults in the Development of Electronic Healthcare Tools: A Systematic Review.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Predicting Objective Performance Using Perceived Cognitive Workload Data in Healthcare Professionals: A Machine Learning Study.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Exploring the impact of perceived usability and cognitive workload on objective performance using supervised machine learning classifiers.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2019
Toward Better Understanding of Task Difficulty during Physicians' Interaction with Electronic Health Record System (EHRs).
Int. J. Hum. Comput. Interact., 2019
Association Between Physicians' Burden and Performance During Interactions with Electronic Health Records (EHRs).
Proceedings of the Advances in Neuroergonomics and Cognitive Engineering, 2019
2018
Relating Task Demand, Mental Effort and Task Difficulty with Physicians' Performance during Interactions with Electronic Health Records (EHRs).
Int. J. Hum. Comput. Interact., 2018
2016
Toward a better understanding of task demands, workload, and performance during physician-computer interactions.
J. Am. Medical Informatics Assoc., 2016
Usability Evaluation of Electronic Health Record System (EHRs) using Subjective and Objective Measures.
Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval, 2016
2014
Assessing the reliability of the radiation therapy care delivery process using discrete event simulation.
Proceedings of the 2014 Winter Simulation Conference, 2014