On the use of smartphones for detecting obstructive sleep apnea. - Mamoun Al-Mardini 001; Fadi A. Aloul; Assim Sagahyroon; Luai Al-Husseini (BIBE, 2013)

Classifying obstructive sleep apnea using smartphones. - Mamoun Al-Mardini 001; Fadi A. Aloul; Assim Sagahyroon; Luai Al-Husseini (J. Biomed. Informatics, 2014)

ZigBee-based irrigation system for home gardens. - Abdul-Rahman Al-Ali; Murad Qasaimeh; Mamoun Al-Mardini 001; Suresh Radder; Imran A. Zualkernan (ICCSPA, 2015)

Reduction of Readmissions to Hospitals Based on Actionable Knowledge Discovery and Personalization. - Mamoun Al-Mardini 001; Ayman Hajja; Zbigniew W. Ras; Lina Clover; David Olaleye; Youngjin Park; Jay Paulson; Yang Xiao (BDAS, 2016)

Predicting the Primary Medical Procedure Through Clustering of Patients' Diagnoses. - Mamoun Al-Mardini 001; Ayman Hajja; Zbigniew W. Ras; Lina Clover; David Olaleye (NFMCP@PKDD/ECML, 2016)

Reduction of Hospital Readmissions through Clustering Based Actionable Knowledge Mining. - Mamoun Al-Mardini 001; Ayman Hajja; Lina Clover; David Olaleye; Youngjin Park; Jay Paulson; Yang Xiao (WI, 2016)

A Supervised Model for Predicting the Risk of Mortality and Hospital Readmissions for Newly Admitted Patients. - Mamoun Al-Mardini 001; Zbigniew W. Ras (ISMIS, 2017)

Extraction of actionable knowledge to reduce hospital readmissions through patients personalization. - Mamoun T. Mardini; Zbigniew W. Ras (Inf. Sci., 2019)

A Survey of Healthcare Monitoring Systems for Chronically Ill Patients and Elderly. - Mamoun T. Mardini; Youssef Iraqi; Nazim Agoulmine (J. Medical Syst., 2019)

Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning. - Mamoun T. Mardini; Subhash Nerella; Amal A. Wanigatunga; Santiago Saldana; Ramon Casanova; Todd M. Manini (AMIA, 2020)

ROAMM: A customizable and interactive smartwatch platform for patient-generated health data. - 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; et al. (IC3, 2021)

Detecting Face Touching with Dynamic Time Warping on Smartwatches: A Preliminary Study. - Yu-Peng Chen; Chen Bai; Adam Wolach; Mamoun T. Mardini; Lisa Anthony (ICMI Companion, 2021)

Using Smartwatches to Detect Face Touching. - Chen Bai; Yu-Peng Chen; Adam Wolach; Lisa Anthony; Mamoun T. Mardini (Sensors, 2021)

Age Differences in Estimating Physical Activity by Wrist Accelerometry Using Machine Learning. - Mamoun T. Mardini; Chen Bai; Amal A. Wanigatunga; Santiago Saldana; Ramon Casanova; Todd M. Manini (Sensors, 2021)

Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults. - Chen Bai; Ruben D. Zapata; Yashaswi Karnati; Emily Smail; Alexandra Hajduk; Thomas M. Gill; Sanjay Ranka; Todd M. Manini; Mamoun T. Mardini (AMIA, 2022)

Discovering Primary Medical Procedures and their Associations with Other Procedures in HCUP Data. - Mamoun T. Mardini; Zbigniew W. Ras (Inf. Syst. Frontiers, 2022)

Are Machine Learning Models on Wrist Accelerometry Robust against Differences in Physical Performance among Older Adults? - Chen Bai; Amal A. Wanigatunga; Santiago Saldana; Ramon Casanova; Todd M. Manini; Mamoun T. Mardini (Sensors, 2022)

Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes. - 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 002; et al. (J. Am. Medical Informatics Assoc., 2023)

Evaluating Text Summaries Generated by Large Language Models Using OpenAI's GPT. - Hassan Shakil; Atqiya Munawara Mahi; Phuoc Nguyen; Zeydy Ortiz; Jugal Kalita; Mamoun T. Mardini (ICMLA, 2024)

Evaluating Text Summaries Generated by Large Language Models Using OpenAI's GPT. - Hassan Shakil; Atqiya Munawara Mahi; Phuoc Nguyen; Zeydy Ortiz; Mamoun T. Mardini (CoRR, 2024)

Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning. - Chen Bai; Mohammad A. Al-Ani; Shawna Amini; Patrick James Tighe; Catherine C. Price; Todd M. Manini; Mamoun T. Mardini (J. Intell. Inf. Syst., 2024)

Elucidating the Impact of Community-Level Social Determinants of Health on Pre-Operative Frailty: A Data-Driven Study in Florida. - Chen Bai; Mamoun T. Mardini (IEEE J. Biomed. Health Informatics, 2025)