Mamoun T. Mardini

Orcid: 0000-0002-5345-8811

Affiliations:
  • University of Florida, College of Medicine, Department of Aging and Geriatric Research, Gainesville, USA


According to our database1, Mamoun T. Mardini authored at least 20 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning.
J. Intell. Inf. Syst., April, 2024

Evaluating Text Summaries Generated by Large Language Models Using OpenAI's GPT.
CoRR, 2024

2023
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., July, 2023

2022
Are Machine Learning Models on Wrist Accelerometry Robust against Differences in Physical Performance among Older Adults?
Sensors, 2022

Discovering Primary Medical Procedures and their Associations with Other Procedures in HCUP Data.
Inf. Syst. Frontiers, 2022

Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults.
Proceedings of the AMIA 2022, 2022

2021
Age Differences in Estimating Physical Activity by Wrist Accelerometry Using Machine Learning.
Sensors, 2021

Using Smartwatches to Detect Face Touching.
Sensors, 2021

Detecting Face Touching with Dynamic Time Warping on Smartwatches: A Preliminary Study.
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.
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.
Proceedings of the AMIA 2020, 2020

2019
A Survey of Healthcare Monitoring Systems for Chronically Ill Patients and Elderly.
J. Medical Syst., 2019

Extraction of actionable knowledge to reduce hospital readmissions through patients personalization.
Inf. Sci., 2019

2017
A Supervised Model for Predicting the Risk of Mortality and Hospital Readmissions for Newly Admitted Patients.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

2016
Reduction of Hospital Readmissions through Clustering Based Actionable Knowledge Mining.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Predicting the Primary Medical Procedure Through Clustering of Patients' Diagnoses.
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.
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.
Proceedings of the International Conference on Communications, 2015

2014
Classifying obstructive sleep apnea using smartphones.
J. Biomed. Informatics, 2014

2013
On the use of smartphones for detecting obstructive sleep apnea.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013


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