UROP Research Mentor Project Submission Portal: Submission #954

Submission information
Submission Number: 954
Submission ID: 15396
Submission UUID: d83bec80-430e-4f42-ae39-37facc0a8649

Created: Fri, 08/23/2024 - 03:18 PM
Completed: Fri, 08/23/2024 - 03:18 PM
Changed: Thu, 09/12/2024 - 10:41 AM

Remote IP address: 73.42.29.238
Submitted by: Anonymous
Language: English

Is draft: No
Primary Research Mentor Name Reza Abazari
Research Mentor Preferred Pronouns
When potential research assistants are reaching out via email, what is your preferred honorific?
Contact Email (FSU Email if affiliated) sa21g@fsu.edu
Position Title Graduate Student
Faculty Advisor Name Dr. Arda Vanli
Faculty Advisor's FSU Email oavanli@eng.famu.fsu.edu
FSU College (if applicable) FAMU-FSU College of Engineering
FSU Department or Non-FSU Organization Affiliation Industrial and Manufacturing Engineering
Headshot (optional)
Research Assistant Supervisor (if different from above)
Research Assistant Supervisor Preferred Pronouns
Research Assistant Supervisor Preferred Honorific?
Contact Email (FSU Email if affiliated)
Name of Other Faculty/Collaborator(s) (if applicable)
Other Faculty/Collaborator(s) Preferred Pronouns
Other Faculty/Collaborator(s) Preferred Honorific?
Contact Email (FSU Email if affiliated)
Title of the Project Machine Learning Approaches to Resource Allocation in Healthcare Systems
Project Keywords Healthcare Optimization, Machine Learning, Resource Management, Data-Driven Healthcare, Patient Care Improvement
Are you currently looking for research assistants? No
Number of Research Assistants Needed 1
Relevant Research Assistant Major(s) Open to all majors
Project Location: 2525 Pottsdamer St.
If the project location is off campus, does the research assistant(s) need to provide their own transportation? University busing
Please select the choice that most accurately describes your expectations for the research assistant(s): Partially Remote
Approximately how many hours a week would the research assistant(s) need to work? 5-10 hours a week
Roughly what time frame do you expect research assistant(s) to work? Flexible schedule (Combination of business and outside of business. TBD between student and research mentor.)
Overall Research Project Description The project focuses on using machine learning to better manage resources in healthcare. As healthcare systems become more complex and the demand for services grows, traditional ways of allocating resources might not be enough.
This project uses machine learning to analyze data to understand patterns and predict future needs. By applying different machine learning methods, the project aims to make more accurate predictions about resource needs, improve scheduling, and make the system more efficient.
The project will also test how well these models work by measuring their accuracy and reliability. The goal is to offer practical solutions for using these models in real healthcare settings, helping decision-makers manage resources more effectively.
Overall, the project aims to make resource management in healthcare more efficient, leading to better patient care and improved operations.
Research Tasks Literature review, data analysis, model development, writing reports
Skills that research assistant(s) may need: Recommended: Programming (R, Python, etc.), Statistical Software (Minitab, JMP, etc.)
Mentoring Philosophy My mentoring philosophy centers on fostering a supportive and collaborative environment to facilitate the growth and development of mentees. I aim to understand each mentee’s individual goals and aspirations, tailoring my guidance to align with their personal and professional objectives. I focus on evaluating and building upon their existing talents, encouraging them to take ownership of their work while promoting accountability.
I believe in creating a relationship grounded in mutual respect and open communication. By sharing my own experiences and insights, I seek to inspire and motivate mentees, helping them navigate challenges and learn through inquiry. I strive to maintain a safe space where mentees feel comfortable taking risks and learning from their mistakes. Through this approach, I aim to cultivate their skills, confidence, and resilience, ultimately supporting their growth and success in their chosen fields.
Please provide a link to your publications, a video clip, or a website for your research project (if applicable): https://web1.eng.famu.fsu.edu/~oavanli/Projects.html
Please add any additional information here (if applicable):
Are you interested in participating in the UROP Research Mentor Roundtable? No
Roundtable times and Zoom links
Mentor Handbook, FAQs, and Communication Yes
UROP Performance Evaluation Yes
Materials Grant Yes
UROP Poster Presentation Yes
Faculty Advisor Confirmation Yes
Are you interested in attending in a UROP Research Mentor Workshop Series? No
Year 2024
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