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

Mohammed Ali Al-Garadi

Vanderbilt University Medical Center

ORCID: 0000-0002-6991-2687
Computer SciencePsychologySocial SciencesMedicineBiochemistry, Genetics and Molecular Biology

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 14 papers. Top paper: “Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter”.

Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter

Computers in Biology and Medicine(2020)10.1016/j.compbiomed.2020.104132
N/A
0.457DataRank · unranked
20 citations

Mohammed Ali Al-Garadi, Osama Elsankary, Jeanmarie Perrone, William C. Becker, Abeed Sarker +1 more

Large-Scale Social Media Analysis Reveals Emotions Associated with Nonmedical Prescription Drug Use

Health Data Science(2022)10.34133/2022/9851989
N/A
0.442DataRank · unranked
18 citations

Yuan‐Chi Yang, Yuting Guo, Sangmi Kim, Jennifer S. Love, Jeanmarie Perrone +2 more

Comparison of pretraining models and strategies for health-related social media text classification

medRxiv(2021)10.1101/2021.09.28.21264253
N/A
0DataRank · unranked
5 citations

Yao Ge, Yuan‐Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker, Yuting Guo

Text Classification Models for the Automatic Detection of Nonmedical Prescription Medication Use from Social Media

Research Square(2021)10.21203/rs.3.rs-58679/v2
N/A
0DataRank · unranked
1 citations

Yuan‐Chi Yang, Haitao Cai, Yucheng Ruan, Karen O’Connor, Graciela Gonzalez‐Hernandez +3 more

Large-scale social media language analysis reveals emotions and behaviours associated with nonmedical prescription drug use

medRxiv(2021)10.1101/2021.09.20.21263856
N/A
0DataRank · unranked
0 citations

Yuan‐Chi Yang, Yuting Guo, Sangmi Kim, Jennifer S. Love, Jeanmarie Perrone +2 more

Comparison of Pretraining Models and Strategies for Health-Related Social Media Text Classification

Healthcare(2022)10.3390/healthcare10081478
N/A
0DataRank · unranked
16 citations

Yao Ge, Yuan‐Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker, Yuting Guo

A comparison of few-shot and traditional named entity recognition models for medical text

2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)(2022)10.1109/ichi54592.2022.00024
N/A
0DataRank · unranked
9 citations

Yuting Guo, Yuan‐Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker, Yao Ge

Can accurate demographic information about people who use prescription medications non-medically be derived from Twitter?

medRxiv(2022)10.1101/2022.04.27.22274390
N/A
0DataRank · unranked
1 citations

Mohammed Ali Al-Garadi, Jennifer S. Love, Hannah L. F. Cooper, Jeanmarie Perrone, Abeed Sarker +1 more

Few-shot learning for medical text: A review of advances, trends, and opportunities

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104458
N/A
0DataRank · unranked
100 citations

Yuting Guo, Sudeshna Das, Mohammed Ali Al-Garadi, Abeed Sarker, Yao Ge

Characteristics of Intimate Partner Violence and Survivor’s Needs During the COVID-19 Pandemic: Insights From Subreddits Related to Intimate Partner Violence

Journal of Interpersonal Violence(2023)10.1177/08862605231168816
N/A
0DataRank · unranked
18 citations

Elise Warren, Tasfia Jahangir, Mohammed Ali Al-Garadi, Yuting Guo, Yuan‐Chi Yang +3 more

Can accurate demographic information about people who use prescription medications nonmedically be derived from Twitter?

Proceedings of the National Academy of Sciences(2023)10.1073/pnas.2207391120
N/A
0DataRank · unranked
9 citations

Mohammed Ali Al-Garadi, Jennifer S. Love, Hannah L. F. Cooper, Jeanmarie Perrone, Abeed Sarker +1 more

Evaluating large language models for health-related text classification tasks with public social media data

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae210
N/A
0DataRank · unranked
51 citations

Anthony Ovadje, Mohammed Ali Al-Garadi, Abeed Sarker, Yuting Guo

Blood Pressure and Risk of Clinical Events in Peripheral Artery Disease

medRxiv(2025)10.1101/2025.09.29.25336935
N/A
0DataRank · unranked
0 citations

Mary Vaughan‐Sarrazin, James A. de Lemos, Paul S. Chan, Ajay Gupta, Qiang Li +15 more

Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021

(2021)10.18653/v1/2021.smm4h-1.4
N/A
0DataRank · unranked
76 citations

Ari Z Klein, Antonio Miranda-Escalada, Mohammed Ali Al-Garadi, Ilseyar Alimova, Zulfat Miftahutdinov +11 more