Mamoun T Mardini

15PUBLICATIONS
43CO-AUTHORS
Epidemiological modellingProsthetics and orthoticsMajor global burdens of diseaseNatural language processingBiomechanics
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (15)

|Jun 09, 2025
External validation of an AI-based preoperative frailty index using real-world data.

Chen Bai, Feifei Xiao, Mohammad Al-Ani

|Feb 12, 2025
Identifying Adolescent Depression and Anxiety Through Real-World Data and Social Determinants of Health: Machine Learning Model Development and Validation.

Mamoun T Mardini, Georges E Khalil, Chen Bai

|Nov 27, 2024
Enhancing Frailty Assessments for Transcatheter Aortic Valve Replacement Patients Using Structured and Unstructured Data: Real-World Evidence Study.

Mamoun T Mardini, Chen Bai, Anthony A Bavry

|Sep 26, 2024
Identifying Potential Factors Associated With Racial Disparities in COVID-19 Outcomes: Retrospective Cohort Study Using Machine Learning on Real-World Data.

Osama Dasa, Chen Bai, Ruba Sajdeya

|Aug 07, 2023
A Natural Language Processing Algorithm for Classifying Suicidal Behaviors in Alzheimer's Disease and Related Dementia Patients: Development and Validation Using Electronic Health Records Data.

Kimia Zandbiglari, Hamid Reza Hasanzadeh, Pareeta Kotecha

|May 13, 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 J Tighe

Pageof 3

Frequent Collaborators

6 joint publications

Chen Bai

3 joint publications

Sanjay Ranka

3 joint publications

Ruba Sajdeya

3 joint publications

Parisa Rashidi