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Health Outcomes & Biomedical Informatics College of Medicine
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Mamoun Mardini

Mamoun Mardini, Ph.D.

Assistant Professor

Department: MD-HOBI-BIOMED INFORMATICS
Business Phone: (352) 273-8962
Business Email: malmardini@ufl.edu

On This Page

About Mamoun Mardini

Dr. Mardini is an Assistant Professor in the Department of Health Outcomes and Biomedical Informatics at the University of Florida (UF). He is a trained computer scientist and engineer with research expertise in applied artificial intelligence and wearable technology in healthcare

Related Links:
GeronTechnology Lab

Teaching Profile

Courses Taught

  1. GMS6905 – Independent Studies in Medical Sciences

    College of Medicine

  2. GMS6893 – Clinical and Translational Science Seminar Series

    College of Medicine

  3. GMS6495 – Seminar in Physiology

    College of Medicine

  4. GMS6808 – GeronTechnology

    College of Medicine

  5. GMS6803 – Data Science for Clinical Research

    College of Medicine

  6. GMS6859 – Foundations of Programming in Biomedical Studies

    College of Medicine

Research Profile

Dr. Mardini’s research interests lie in using data science approaches and wearable technology to improve healthcare. This plan is significant because it is highly responsive and in line with the National Institutes of Health (NIH) vision for artificial intelligence: “the NIH is dedicated to harnessing the potential of the computational and quantitative sciences to elevate the impact and efficiency of biomedical research”

Dr. Mardini is directing the GeronTechnology lab that aims to employ data science and wearable technology to extract insightful knowledge from data & solve age-related health problems. Dr. Mardini is mainly interested in pursuing two research directions. The first focuses on mining electronic health records (EHR) to build evidence-based platforms that can aid in clinical decision-making. This research can help facilitate the communication between patients and clinicians to maximize benefit and minimize hurt.

The second direction focuses on building a digital phenotyping framework that can facilitate data collection from personally-held devices, such as smartwatches. This direction has great impact on understanding individuals’ behaviors momentarily in their real-life environment (a.k.a. ecological momentary assessment) and allowing clinicians to intervene quickly.

Note: I am always looking for motivated students and postdocs to join my research lab. Drop me a brief email about your background and your research interests

Open Researcher and Contributor ID (ORCID)

0000-0002-5345-8811

Areas of Interest

  • Artificial Intelligence
  • Digital Health
  • frailty
  • mHealth

Publications

Academic Articles

Grants

  1. Intelligent Bridging to Heart Transplantation (IBOT): a platform for personalized circulatory support planning

    Active

    Role:
    Co-Investigator
    Funding:
    AMER HEART ASSOCIATION

  2. Remote Monitoring of Symptoms, Activity, Disability, and Life-Space Mobility Among Older ICU Survivors: a Pilot Study

    Active

    Role:
    Principal Investigator
    Funding:
    YALE UNIV via NATL INST OF HLTH NIA

  3. 2023 Summer Conference on Applied Data Science (SCADS)

    Role:
    Principal Investigator
    Funding:
    NORTH CAROLINA STATE UNIV via US DEPT OF DEFENSE

  4. Wearable Technology Infrastructure to Enhance Capacity for Real-Time, Online Assessment and Mobility (ROAMM) of Intervening Health Events in Older Adults

    Active

    Role:
    Co-Investigator
    Funding:
    NATL INST OF HLTH NIA

  5. Coordinating Center of the Claude D. Pepper Older Americans Independence Centers

    Role:
    Co-Investigator
    Funding:
    WAKE FOREST UNIV via NATL INST OF HLTH NIA

  6. Wearable Technology Infrastructure to Enhance Capacity for Real-Time, Online Assessment and Mobility (ROAMM) of Intervening Health Events in Older Adults

    Role:
    Co-Investigator
    Funding:
    NATL INST OF HLTH NIA

  7. University of Florida Claude D. Pepper Older Americans Independence Center (OAIC)

    Role:
    Project Manager
    Funding:
    NATL INST OF HLTH NIA

Education

  1. Ph.D. Computer Science

    University of North Carolina

  2. M.S. Computer Engineering

    American University of Sharjah

  3. B.S. Computer Engineering

    Jordan University of Science and Technology

Contact Details

Phones:
Business:
(352) 273-8962
Emails:
Business:
malmardini@ufl.edu
Addresses:
Business Mailing:
PO Box 100147
 GAINESVILLE FL 32610
Business Street:
1889 MUSEUM RD STE 7000 FL 7
 GAINESVILLE FL 32611