UROP Research Mentor Project Submission Portal: Submission #954 | Center for Undergraduate Research and Academic Engagement

Submission information

Submission Number: 954

Submission ID: 15396

Submission UUID: d83bec80-430e-4f42-ae39-37facc0a8649

Submission URI: /urop-research-mentor-project-submission-portal

Submission Update: /urop-research-mentor-project-submission-portal?token=uZ7Hu30Bp3e9zDOwa9TlLsW_cPy8-gr8gpJBX7ElchY

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

Webform: UROP Project Proposal Portal

Submitted to: UROP Research Mentor Project Submission Portal

Research Mentor Information

Primary Research Mentor Name Reza Abazari

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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

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Additional Research Mentor(s)

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Overall Project Details

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

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Are you interested in participating in the UROP Research Mentor Roundtable? No

Roundtable times and Zoom links {Empty}

UROP Program Elements

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

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Year 2024

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