🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Mamoun Mardini

University of Florida Health

ORCID: 0000-0002-5345-8811
MedicineComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile
0Author DataRank

Indexed papers

0in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 13 papers. Top paper: “The Temporal Relationship Between Ecological Pain and Life-Space Mobility in Older Adults With Knee Osteoarthritis: A Smartwatch-Based Demonstration Study”.

The Temporal Relationship Between Ecological Pain and Life-Space Mobility in Older Adults With Knee Osteoarthritis: A Smartwatch-Based Demonstration Study

JMIR mhealth and uhealth(2020)10.2196/19609
N/A
0DataRank · unranked
29 citations

Subhash Nerella, Matin Kheirkhahan, Sanjay Ranka, Roger B. Fillingim, Yujie Hu +6 more

The Effect of Sensor Placement and Number on Physical Activity Recognition and Energy Expenditure Estimation in Older Adults: Validation Study

JMIR mhealth and uhealth(2021)10.2196/23681
N/A
0DataRank · unranked
45 citations

Mamoun Mardini, David Nelson, Fahd Albinali, Sanjay Ranka, Parisa Rashidi +2 more

Age Differences in Estimating Physical Activity by Wrist Accelerometry Using Machine Learning

Sensors(2021)10.3390/s21103352
N/A
0DataRank · unranked
15 citations

Chen Bai, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini +1 more

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

medRxiv(2022)10.1101/2022.09.19.22280116
N/A
0DataRank · unranked
3 citations

Ruben Zapata, Yashaswi Karnati, Emily Smail, Alexandra M. Hajduk, Thomas M. Gill +4 more

Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad080
N/A
0DataRank · unranked
20 citations

Mamoun Mardini, Patrick Tighe, Ronald L. Ison, Bai Chen, Sebastian Jugl +8 more

Artificial intelligence guidance of advanced heart failure therapies: A systematic scoping review

Frontiers in Cardiovascular Medicine(2023)10.3389/fcvm.2023.1127716
N/A
0DataRank · unranked
15 citations

Chen Bai, Amal Hashky, Alex M. Parker, Juan Vilaro, Juan M. Aranda +6 more

Utilization of the percutaneous left ventricular support as bridge to heart transplantation across the United States: In-depth UNOS database analysis

The Journal of Heart and Lung Transplantation(2023)10.1016/j.healun.2023.06.002
N/A
0DataRank · unranked
12 citations

Chen Bai, Maisara Bledsoe, Mustafa M. Ahmed, Juan Vilaro, Alex M. Parker +9 more

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

Journal of Intelligent Information Systems(2023)10.1007/s10844-023-00818-9
N/A
0DataRank · unranked
10 citations

Mohammad Al‐Ani, Shawna Amini, Patrick Tighe, Catherine C. Price, Todd M. Manini +2 more

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

medRxiv(2023)10.1101/2023.07.21.23292976
N/A
0DataRank · unranked
1 citations

Hamid Reza Hasanzadeh, Pareeta Kotecha, Ruba Sajdeya, Amie Goodin, Tianze Jiao +5 more

An explainable machine learning approach using contemporary UNOS data to identify patients who fail to bridge to heart transplantation

Frontiers in Cardiovascular Medicine(2024)10.3389/fcvm.2024.1383800
N/A
0DataRank · unranked
2 citations

Bai Chen, Maisara Bledsoe, Benjamin Shickel, Mohammad Al‐Ani, Mamoun Mardini

Enhancing Frailty Assessments for Transcatheter Aortic Valve Replacement Patients Using Structured and Unstructured Data: Real-World Evidence Study

JMIR Aging(2024)10.2196/58980
N/A
0DataRank · unranked
1 citations

Chen Bai, Anthony A. Bavry, Ahmed Zaghloul, R. David Anderson, Catherine C. Price +2 more

External validation of an AI-based preoperative frailty index using real-world data

The Journals of Gerontology Series A(2025)10.1093/gerona/glaf119
N/A
0DataRank · unranked
1 citations

Feifei Xiao, Mohammad Al‐Ani, Catherine C. Price, Todd M. Manini, Mamoun Mardini +1 more

Survivors of Surgical Sepsis Demonstrate Poor Long-Term Free-Living Physical Activity Levels

Shock(2025)10.1097/shk.0000000000002727
N/A
0DataRank · unranked
0 citations

Todd M. Manini, Scott C. Brakenridge, Philip A. Efron, Mamoun Mardini, Robert T. Mankowski