Mamoun T. Mardini

16 papers C 1Misc 2Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Elucidating the Impact of Community-Level Social Determinants of Health on Pre-Operative Frailty: A Data-Driven Study in Florida.
IEEE J. Biomed. Health Informatics
Chen Bai, Mamoun T. Mardini
2024 J jnl
Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning.
J. Intell. Inf. Syst.
Chen Bai, Mohammad A. Al-Ani, Shawna Amini, Patrick James Tighe, Catherine C. Price, Todd M. Manini, Mamoun T. Mardini
2024 C conf
Evaluating Text Summaries Generated by Large Language Models Using OpenAI's GPT.
ICMLA
Hassan Shakil, Atqiya Munawara Mahi, Phuoc Nguyen, Zeydy Ortiz, Jugal Kalita, Mamoun T. Mardini
2024 J jnl
Evaluating Text Summaries Generated by Large Language Models Using OpenAI's GPT.
CoRR
Hassan Shakil, Atqiya Munawara Mahi, Phuoc Nguyen, Zeydy Ortiz, Mamoun T. Mardini
2023 J jnl
Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes.
J. Am. Medical Informatics Assoc.
Ruba Sajdeya, Mamoun T. Mardini, Patrick James Tighe, Ronald L. Ison, Chen Bai, Sebastian Jugl, Gao Hanzhi, Kimia Zandbiglari, Farzana Islam Adiba, Almut G. Winterstein, Thomas A Pearson, Robert L. Cook, Masoud Rouhizadeh
2022 J jnl
Are Machine Learning Models on Wrist Accelerometry Robust against Differences in Physical Performance among Older Adults?
Sensors
Chen Bai, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini, Mamoun T. Mardini
2022 Misc conf
Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults.
AMIA
Chen Bai, Ruben D. Zapata, Yashaswi Karnati, Emily Smail, Alexandra Hajduk, Thomas M. Gill, Sanjay Ranka, Todd M. Manini, Mamoun T. Mardini
2022 J jnl
Discovering Primary Medical Procedures and their Associations with Other Procedures in HCUP Data.
Inf. Syst. Frontiers
Mamoun T. Mardini, Zbigniew W. Ras
2021 J jnl
Age Differences in Estimating Physical Activity by Wrist Accelerometry Using Machine Learning.
Sensors
Mamoun T. Mardini, Chen Bai, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
2021 — conf
Detecting Face Touching with Dynamic Time Warping on Smartwatches: A Preliminary Study.
ICMI Companion
Yu-Peng Chen, Chen Bai, Adam Wolach, Mamoun T. Mardini, Lisa Anthony
2021 — conf
ROAMM: A customizable and interactive smartwatch platform for patient-generated health data.
IC3
Yashaswi Karnati, Ruben D. Zapata, Matthew J. McConnell, Rohith R. K. Reddy, Varun Reddy Regalla, Aseem Thakkar, Jordan Alpert, Tonatiuh Mendoza, Parisa Rashidi, Mamoun T. Mardini, Michael Marsiske, Thomas M. Gill, Todd M. Manini, Sanjay Ranka
2021 J jnl
Using Smartwatches to Detect Face Touching.
Sensors
Chen Bai, Yu-Peng Chen, Adam Wolach, Lisa Anthony, Mamoun T. Mardini
2020 Misc conf
Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning.
AMIA
Mamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
2020 J jnl
Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning.
CoRR
Mamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
2019 J jnl
A Survey of Healthcare Monitoring Systems for Chronically Ill Patients and Elderly.
J. Medical Syst.
Mamoun T. Mardini, Youssef Iraqi, Nazim Agoulmine
2019 J jnl
Extraction of actionable knowledge to reduce hospital readmissions through patients personalization.
Inf. Sci.
Mamoun T. Mardini, Zbigniew W. Ras