Mamoun T. Mardini

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Physical Activity

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Chen Bai, Mohammad Al-Ani, Shawna Amini, Patrick James Tighe, Catherine C. Price, Todd M. Manini, Mamoun T. Mardini
Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning. J. Intell. Inf. Syst. 62 (2) (2024)
Hassan Shakil, Atqiya Munawara Mahi, Phuoc Nguyen, Zeydy Ortiz, Mamoun T. Mardini
Evaluating Text Summaries Generated by Large Language Models Using OpenAI's GPT. CoRR (2024)
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
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. 30 (8) (2023)
Mamoun T. Mardini, Zbigniew W. Ras
Discovering Primary Medical Procedures and their Associations with Other Procedures in HCUP Data. Inf. Syst. Frontiers 24 (1) (2022)
Chen Bai, Ruben Zapata, Yashaswi Karnati, Emily Smail, Alexandra Hajduk, Thomas M. Gill, Sanjay Ranka, Todd M. Manini, Mamoun T. Mardini
Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults. AMIA (2022)
Chen Bai, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini, Mamoun T. Mardini
Are Machine Learning Models on Wrist Accelerometry Robust against Differences in Physical Performance among Older Adults? Sensors 22 (8) (2022)
Chen Bai, Yu-Peng Chen, Adam Wolach, Lisa Anthony, Mamoun T. Mardini
Using Smartwatches to Detect Face Touching. Sensors 21 (19) (2021)
Mamoun T. Mardini, Chen Bai, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
Age Differences in Estimating Physical Activity by Wrist Accelerometry Using Machine Learning. Sensors 21 (10) (2021)
Yu-Peng Chen, Chen Bai, Adam Wolach, Mamoun T. Mardini, Lisa Anthony
Detecting Face Touching with Dynamic Time Warping on Smartwatches: A Preliminary Study. ICMI Companion (2021)
Yashaswi Karnati, Ruben 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
ROAMM: A customizable and interactive smartwatch platform for patient-generated health data. IC3 (2021)
Mamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning. AMIA (2020)
Mamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning. CoRR (2020)
Mamoun T. Mardini, Zbigniew W. Ras
Extraction of actionable knowledge to reduce hospital readmissions through patients personalization. Inf. Sci. 485 (2019)
Mamoun T. Mardini, Youssef Iraqi, Nazim Agoulmine
A Survey of Healthcare Monitoring Systems for Chronically Ill Patients and Elderly. J. Medical Syst. 43 (3) (2019)