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ORCIDMamoun T. Mardini
Person information
- affiliation: University of Florida, College of Medicine, Department of Aging and Geriatric Research, Gainesville, USA
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2020 – today
- 2023
[j8]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): 1418-1428 (2023)- 2022
- [j7]Mamoun T. Mardini, Zbigniew W. Ras:
Discovering Primary Medical Procedures and their Associations with Other Procedures in HCUP Data. Inf. Syst. Frontiers 24(1): 133-147 (2022) - [j6]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): 3061 (2022) - [c10]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 - 2021
- [j5]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): 3352 (2021) - [j4]Chen Bai, Yu-Peng Chen, Adam Wolach, Lisa Anthony, Mamoun T. Mardini:
Using Smartwatches to Detect Face Touching. Sensors 21(19): 6528 (2021) - [c9]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: 150-158 - [c8]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: 19-24 - 2020
- [c7]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 - [i1]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 abs/2007.13114 (2020)
2010 – 2019
- 2019
- [j3]Mamoun T. Mardini, Zbigniew W. Ras:
Extraction of actionable knowledge to reduce hospital readmissions through patients personalization. Inf. Sci. 485: 1-17 (2019) - [j2]Mamoun T. Mardini, Youssef Iraqi, Nazim Agoulmine:
A Survey of Healthcare Monitoring Systems for Chronically Ill Patients and Elderly. J. Medical Syst. 43(3): 50:1-50:21 (2019) - 2017
- [c6]Mamoun Al-Mardini, Zbigniew W. Ras:
A Supervised Model for Predicting the Risk of Mortality and Hospital Readmissions for Newly Admitted Patients. ISMIS 2017: 29-36 - 2016
- [c5]Mamoun Al-Mardini, Ayman Hajja, Zbigniew W. Ras, Lina Clover, David Olaleye, Youngjin Park, Jay Paulson, Yang Xiao:
Reduction of Readmissions to Hospitals Based on Actionable Knowledge Discovery and Personalization. BDAS 2016: 39-55 - [c4]Mamoun Al-Mardini, Ayman Hajja, Zbigniew W. Ras, Lina Clover, David Olaleye:
Predicting the Primary Medical Procedure Through Clustering of Patients' Diagnoses. NFMCP@PKDD/ECML 2016: 117-131 - [c3]Mamoun Al-Mardini, Ayman Hajja, Lina Clover, David Olaleye, Youngjin Park, Jay Paulson, Yang Xiao:
Reduction of Hospital Readmissions through Clustering Based Actionable Knowledge Mining. WI 2016: 444-448 - 2015
- [c2]Abdul-Rahman Al-Ali, Murad Qasaimeh, Mamoun Al-Mardini, Suresh Radder, Imran A. Zualkernan:
ZigBee-based irrigation system for home gardens. ICCSPA 2015: 1-5 - 2014
- [j1]Mamoun Al-Mardini, Fadi A. Aloul, Assim Sagahyroon, Luai Al-Husseini:
Classifying obstructive sleep apnea using smartphones. J. Biomed. Informatics 52: 251-259 (2014) - 2013
- [c1]Mamoun Al-Mardini, Fadi A. Aloul, Assim Sagahyroon, Luai Al-Husseini:
On the use of smartphones for detecting obstructive sleep apnea. BIBE 2013: 1-4
Coauthor Index
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