Mamoun Mardini

Mamoun Mardini, Ph.D.

Assistant Professor

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

About Mamoun Mardini

Teaching Profile

Courses Taught
2020-2022
GMS6905 Independent Studies in Medical Sciences
2020-2021
GMS6893 Clinical and Translational Science Seminar Series
2022
GMS6495 Seminar in Physiology
2022
GMS6808 GeronTechnology
2022
GMS6803 Data Science for Clinical Research

Research Profile

Data Science, Wearables, health informatics, Digital phenotyping

Publications

2022
Are Machine Learning Models on Wrist Accelerometry Robust against Differences in Physical Performance among Older Adults?
Sensors (Basel, Switzerland). 22(8) [DOI] 10.3390/s22083061. [PMID] 35459045.
2022
Using Machine Learning To Define the Impact of Beta-Lactam Early and Cumulative Target Attainment on Outcomes in Intensive Care Unit Patients with Hospital-Acquired and Ventilator-Associated Pneumonia.
Antimicrobial agents and chemotherapy. 66(7) [DOI] 10.1128/aac.00563-22. [PMID] 35699444.
2022
Worsening sleep predicts lower life space mobility during the onset of the COVID-19 pandemic.
Journal of the American Geriatrics Society. 70(7):1931-1938 [DOI] 10.1111/jgs.17896. [PMID] 35608359.
2021
Age Differences in Estimating Physical Activity by Wrist Accelerometry Using Machine Learning.
Sensors (Basel, Switzerland). 21(10) [DOI] 10.3390/s21103352. [PMID] 34065906.
2021
Prevalence and characteristics of self-reported hypothyroidism and its association with nonorgan-specific manifestations in US sarcoidosis patients: a nationwide registry study.
ERJ open research. 7(1) [DOI] 10.1183/23120541.00754-2020. [PMID] 33816601.
2021
Satisfaction, Usability, and Compliance With the Use of Smartwatches for Ecological Momentary Assessment of Knee Osteoarthritis Symptoms in Older Adults: Usability Study.
JMIR aging. 4(3) [DOI] 10.2196/24553. [PMID] 34259638.
2021
The Effect of Sensor Placement and Number on Physical Activity Recognition and Energy Expenditure Estimation in Older Adults: Validation Study.
JMIR mHealth and uHealth. 9(5) [DOI] 10.2196/23681. [PMID] 33938809.
2021
The Temporal Relationship Between Ecological Pain and Life-Space Mobility in Older Adults With Knee Osteoarthritis: A Smartwatch-Based Demonstration Study.
JMIR mHealth and uHealth. 9(1) [DOI] 10.2196/19609. [PMID] 33439135.
2021
Using Smartwatches to Detect Face Touching.
Sensors (Basel, Switzerland). 21(19) [DOI] 10.3390/s21196528. [PMID] 34640848.
2020
Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning.
AMIA … Annual Symposium proceedings. AMIA Symposium. 2020:803-812 [PMID] 33936455.
2020
Innovations in Geroscience to enhance mobility in older adults.
Experimental gerontology. 142 [DOI] 10.1016/j.exger.2020.111123. [PMID] 33191210.
2019
A Survey of Healthcare Monitoring Systems for Chronically Ill Patients and Elderly.
Journal of medical systems. 43(3) [DOI] 10.1007/s10916-019-1165-0. [PMID] 30680464.

Grants

Apr 2022 ACTIVE
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
Jun 2020 ACTIVE
Coordinating Center of the Claude D. Pepper Older Americans Independence Centers
Role: Co-Investigator
Funding: WAKE FOREST UNIV via NATL INST OF HLTH NIA
Mar 2019 – Feb 2022
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
Apr 2017 – Mar 2022
University of Florida Claude D. Pepper Older Americans Independence Center (OAIC)
Role: Project Manager
Funding: NATL INST OF HLTH NIA

Education

Ph.D. Computer Science
2018 · University of North Carolina
M.S. Computer Engineering
2013 · American University of Sharjah
B.S. Computer Engineering
2009 · Jordan University of Science and Technology

Contact Details

Phones:
Business:
(352) 273-8962
Emails:
Business:
malmardini@ufl.edu
Addresses:
Business Mailing:
PO Box 112610
PO BOX 100107
Department of Aging and Geriatric Research
GAINESVILLE FL 32611-0107
Business Street:
PO Box 112610
2004 MOWRY RD
GAINESVILLE FL 32610