Mamoun T. Mardini

According to our database, Mamoun T. Mardini authored at least 20 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning.

Chen Bai, Mohammad Al-Ani, Shawna Amini, Patrick James Tighe, Catherine C. Price, Todd M. Manini, Mamoun T. Mardini

J. Intell. Inf. Syst., April, 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

2023

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, Masoud Rouhizadeh

J. Am. Medical Informatics Assoc., July, 2023

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

Discovering Primary Medical Procedures and their Associations with Other Procedures in HCUP Data.

Mamoun T. Mardini, Zbigniew W. Ras

Inf. Syst. Frontiers, 2022

Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults.

Chen Bai, Ruben Zapata, Yashaswi Karnati, Emily Smail, Alexandra Hajduk, Thomas M. Gill, Sanjay Ranka, Todd M. Manini, Mamoun T. Mardini

Proceedings of the AMIA 2022, 2022

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

Using Smartwatches to Detect Face Touching.

Chen Bai, Yu-Peng Chen, Adam Wolach, Lisa Anthony, Mamoun T. Mardini

Sensors, 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

Proceedings of the ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18, 2021

ROAMM: A customizable and interactive smartwatch platform for patient-generated health data.

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

Proceedings of the IC3 2021: Thirteenth International Conference on Contemporary Computing, Noida, India, August 5, 2021

2020

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

Proceedings of the AMIA 2020, 2020

2019

A Survey of Healthcare Monitoring Systems for Chronically Ill Patients and Elderly.

Mamoun T. Mardini, Youssef Iraqi, Nazim Agoulmine

J. Medical Syst., 2019

Extraction of actionable knowledge to reduce hospital readmissions through patients personalization.

Mamoun T. Mardini, Zbigniew W. Ras

Inf. Sci., 2019

2017

A Supervised Model for Predicting the Risk of Mortality and Hospital Readmissions for Newly Admitted Patients.

Mamoun Al-Mardini, Zbigniew W. Ras

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

2016

Reduction of Hospital Readmissions through Clustering Based Actionable Knowledge Mining.

Mamoun Al-Mardini, Ayman Hajja, Lina Clover, David Olaleye, Youngjin Park, Jay Paulson, Yang Xiao

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Predicting the Primary Medical Procedure Through Clustering of Patients' Diagnoses.

Mamoun Al-Mardini, Ayman Hajja, Zbigniew W. Ras, Lina Clover, David Olaleye

Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

Reduction of Readmissions to Hospitals Based on Actionable Knowledge Discovery and Personalization.

Mamoun Al-Mardini, Ayman Hajja, Zbigniew W. Ras, Lina Clover, David Olaleye, Youngjin Park, Jay Paulson, Yang Xiao

Proceedings of the Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery, 2016

2015

ZigBee-based irrigation system for home gardens.

Abdul-Rahman Al-Ali, Murad Qasaimeh, Mamoun Al-Mardini, Suresh Radder, Imran A. Zualkernan

Proceedings of the International Conference on Communications, 2015

2014

Classifying obstructive sleep apnea using smartphones.

Mamoun Al-Mardini, Fadi A. Aloul, Assim Sagahyroon, Luai Al-Husseini

J. Biomed. Informatics, 2014

2013

On the use of smartphones for detecting obstructive sleep apnea.

Mamoun Al-Mardini, Fadi A. Aloul, Assim Sagahyroon, Luai Al-Husseini

Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013