Marian Obuseh

PhD RESEARCH

Sensor-based Surgical Data Science and Human Factors

Research Areas

Developing sensor-based objective metrics for automated assessment of surgeons' non-technical and cognitive skills in robotic surgeries
Assessing the effectiveness of personalized coaching interventions to improve robotic surgeons' intraoperative non-technical skills
Assessing layout, workflow, and teamwork in robotic surgeries operating rooms using sensor-based measures

Publications

Narasimha, S., Obuseh, M., Anton, N. E., Chen, H., Chakrabarty, R., Stefanidis, D., & Yu, D. (2024). Eye tracking and audio sensors to evaluate surgeon's non-technical skills: An empirical study. Applied Ergonomics, 119, 104320.
Obuseh, M., Cavuoto, L., Stefanidis, D., & Yu, D (2023). A sensor-based framework for layout and workflow assessment in operating rooms. Applied Ergonomics, 112, 104059.
Obuseh, M. & Duffy, V. (2022). Surgical human-robot interaction: A bibliometric review. In International Conference on Human-Computer Interaction (pp. 293-312). Springer, Cham.

Peer-reviewed conference presentations

Narasimha, S., Obuseh, M., Anton, N. E., Chen, H., Chakrabarty, R., Stefanidis, D., & Yu, D. (2024). Objective Measures to Measure Non-Technical Skills of Surgeons: A Preliminary Study. Poster presentation at the Human Factors and Ergonomics Society annual meeting and exhibition.
Obuseh, M.*, Cavuoto, L., Yu, D (2023). SensOR: Sensing in surgical operating rooms for layout and workflow assessment. Lecture presentation at the Human Factors and Ergonomics Society annual meeting and exhibition. Washington DC. October
Obuseh, M.*^, Anton, N.^, Lim, C., Yang, J., Stefanidis, D., Yu, D (2023). Eye-Tracking for Non-Technical Skills Assessment in Acute Care Trauma Simulations. Poster presentation at the Human Factors and Ergonomics Society annual meeting and exhibition. Washington DC. October
Obuseh, M., Cavuoto, L., Yu, D* (2023). A Sensor-Based Framework for Layout and Workflow Assessment in Surgical Operating Rooms. Work Systems Track of the Institute of Industrial and Systems Engineers Annual Conference and Expo. New Orleans, LO. May
Obuseh, M.*, Duffy (2022). Surgical Human-Robot Interaction. Presented at the 24th International Conference on Human-Computer Interaction, Safety in Human-Robot Interaction Session (Virtual). June

* presenter; ^ co-first authors

Publications

Obuseh, M., Yu, D., Yih, Y, & DeLaurentis, P. (2022). Smart Technologies in Healthcare: Overview of Human Factors and Smart Infusion Pumps. Human-Automation Interaction. 125-143
Obuseh, M., Yu, D., & DeLaurentis, P. (2022). Detecting Unusual Intravenous Infusion Alerting Patterns With Machine Learning Algorithms. Biomedical Instrumentation and Technology, 56(2), 58-70
Yu, D., Obuseh, M., & DeLaurentis, P. (2021). Quantifying the impact of infusion alerts and alarms on nursing workflows: a retrospective analysis. Applied Clinical Informatics, 12(03), 528-538.

USER EXPERIENCE RESEARCH

Below, you will find samples of my work that I have permission to share. Please reach out to me if you have any questions.

Obuseh_Portfolio.pdf

At iRobot, I worked in a highly dynamic team where I researched better ways to improve end users' experiences with consumer robotic technologies.

PAST RESEARCH

Peer-reviewed conference proceedings

Fikru, M.G.*, Canfield, C.I., Obuseh, M., Atherton, J., & Godse, P.N. (2020). An Economic Framework for Modeling the Impact of Electric Rates on Prosumers Decisions. Western Economic Association International (WEAI) Virtual 97th Annual Conference, Electricity and Energy Efficiency Session, Session Sponsored by Association of Environmental and Resource Economists (AERE). June
Obuseh, M.*, Canfield, C.I.*, Fikru, M.G., Godse, P.N., & Rawls, Z. (2020). Monte Carlo Simulation of Solar Adoption Under Varying Electricity Rates. Institute of Industrial and Systems Engineers Virtual Conference and Expo, Energy Systems Track. November
Canfield, C.I.*, Obuseh, M., Fikru, M.G. (2020). Monte Carlo Simulation of Solar Adoption Under Varying Electricity Rates. Association for Public Policy Analysis and Management (APPAM) Virtual 42nd Fall Research Conference, Using Quantitative Methods to Examine the Impacts of Policies for Clean Energy Technology Adoption Session. November

* presenter(s)

For my undergraduate thesis, I worked on optimizing the maintenance schedule of aircraft using the contiguous-cells transportation model.

Publication

Okunade, O.S., Obuseh, M., Charles-Owaba, O.E. (2021). Preventive maintenance scheduling of a fleet of aircraft using contiguous-cells transportation model: a case study. International Journal of Industrial and Systems Engineering, 39(2), 247-269.

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