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Mamoun 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
- 2024
- [j9]Chen Bai, Mohammad A. Al-Ani
, Shawna Amini, Patrick James Tighe, Catherine C. Price, Todd M. Manini
Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning. J. Intell. Inf. Syst. 62(2): 339-354 (2024) - [i2]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 abs/2405.04053 (2024) - 2023
- [j8]Ruba Sajdeya
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
Discovering Primary Medical Procedures and their Associations with Other Procedures in HCUP Data. Inf. Syst. Frontiers 24(1): 133-147 (2022) - [j6]Chen Bai
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 D. 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
Age Differences in Estimating Physical Activity by Wrist Accelerometry Using Machine Learning. Sensors 21(10): 3352 (2021) - [j4]Chen Bai
Using Smartwatches to Detect Face Touching. Sensors 21(19): 6528 (2021) - [c9]Yashaswi Karnati, Ruben D. Zapata
ROAMM: A customizable and interactive smartwatch platform for patient-generated health data. IC3 2021: 150-158 - [c8]Yu-Peng Chen
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
Extraction of actionable knowledge to reduce hospital readmissions through patients personalization. Inf. Sci. 485: 1-17 (2019) - [j2]Mamoun T. Mardini
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
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
Reduction of Readmissions to Hospitals Based on Actionable Knowledge Discovery and Personalization. BDAS 2016: 39-55 - [c4]Mamoun Al-Mardini
Predicting the Primary Medical Procedure Through Clustering of Patients' Diagnoses. NFMCP@PKDD/ECML 2016: 117-131 - [c3]Mamoun Al-Mardini
Reduction of Hospital Readmissions through Clustering Based Actionable Knowledge Mining. WI 2016: 444-448 - 2015
- [c2]Abdul-Rahman Al-Ali, Murad Qasaimeh
ZigBee-based irrigation system for home gardens. ICCSPA 2015: 1-5 - 2014
- [j1]Mamoun Al-Mardini
Classifying obstructive sleep apnea using smartphones. J. Biomed. Informatics 52: 251-259 (2014) - 2013
- [c1]Mamoun Al-Mardini
On the use of smartphones for detecting obstructive sleep apnea. BIBE 2013: 1-4
Coauthor Index
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