A corpus for mining drug-related knowledge from Twitter chatter: Language models and their utilities

by Abeed Sarker, Graciela Gonzalez
Published 2017-02-01

A Light-Weight Text Summarization System for Fast Access to Medical Evidence

by Abeed Sarker, Abeed Sarker, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Aamir Abbas
Published 2020-12-01

Public Perceptions About Monkeypox on Twitter: Thematic Analysis

by Abimbola Leslie, Omolola Okunromade, Abeed Sarker
Published 2023-11-01

Data-Driven Lexical Normalization for Medical Social Media

by Anne Dirkson, Suzan Verberne, Abeed Sarker, Wessel Kraaij
Published 2019-08-01

An aspect-level sentiment analysis dataset for therapies on Twitter

by Yuting Guo, Sudeshna Das, Sahithi Lakamana, Abeed Sarker
Published 2023-10-01

The Role of Natural Language Processing during the COVID-19 Pandemic: Health Applications, Opportunities, and Challenges

by Mohammed Ali Al-Garadi, Yuan-Chi Yang, Abeed Sarker
Published 2022-11-01

A framework for multi-faceted content analysis of social media chatter regarding non-medical use of prescription medications

by Shaina Raza, Brian Schwartz, Sahithi Lakamana, Yao Ge, Abeed Sarker
Published 2023-08-01

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

by Yuting Guo, Yao Ge, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker
Published 2022-08-01

Can adverse childhood experiences predict chronic health conditions? Development of trauma-informed, explainable machine learning models

by Hanin B. Afzal, Tasfia Jahangir, Yiyang Mei, Annabelle Madden, Abeed Sarker, Sangmi Kim
Published 2024-01-01

The Early Detection of Fraudulent COVID-19 Products From Twitter Chatter: Data Set and Baseline Approach Using Anomaly Detection

by Abeed Sarker, Sahithi Lakamana, Ruqi Liao, Aamir Abbas, Yuan-Chi Yang, Mohammed Al-Garadi
Published 2023-03-01

Concerns among people who use opioids during the COVID-19 pandemic: a natural language processing analysis of social media posts

by Abeed Sarker, Nisha Nataraj, Wesley Siu, Sabrina Li, Christopher M. Jones, Steven A. Sumner
Published 2022-03-01

Barriers to opioid use disorder treatment: A comparison of self-reported information from social media with barriers found in literature

by Whitney Bremer, Whitney Bremer, Karma Plaisance, Drew Walker, Matthew Bonn, Jennifer S. Love, Jeanmarie Perrone, Abeed Sarker
Published 2023-04-01

Signals of increasing co-use of stimulants and opioids from online drug forum data

by Abeed Sarker, Mohammed Ali Al-Garadi, Yao Ge, Nisha Nataraj, Christopher M. Jones, Steven A. Sumner
Published 2022-05-01

Defining Patient-Oriented Natural Language Processing: A New Paradigm for Research and Development to Facilitate Adoption and Use by Medical Experts

by Abeed Sarker, Mohammed Ali Al-Garadi, Yuan-Chi Yang, Jinho Choi, Arshed A Quyyumi, Greg S Martin
Published 2021-09-01

Natural language model for automatic identification of Intimate Partner Violence reports from Twitter

by Mohammed Ali Al-Garadi, Sangmi Kim, Yuting Guo, Elise Warren, Yuan-Chi Yang, Sahithi Lakamana, Abeed Sarker
Published 2022-09-01

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

by Mohammed Ali Al-Garadi, Yuan-Chi Yang, Yuting Guo, Sangmi Kim, Jennifer S. Love, Jeanmarie Perrone, Abeed Sarker
Published 2022-01-01

Emerging Trends of Self-Harm Using Sodium Nitrite in an Online Suicide Community: Observational Study Using Natural Language Processing Analysis

by Sudeshna Das, Drew Walker, Swati Rajwal, Sahithi Lakamana, Steven A Sumner, Karin A Mack, Wojciech Kaczkowski, Abeed Sarker
Published 2024-05-01

Text classification models for the automatic detection of nonmedical prescription medication use from social media

by Mohammed Ali Al-Garadi, Yuan-Chi Yang, Haitao Cai, Yucheng Ruan, Karen O’Connor, Gonzalez-Hernandez Graciela, Jeanmarie Perrone, Abeed Sarker
Published 2021-01-01

#ChronicPain: Automated Building of a Chronic Pain Cohort from Twitter Using Machine Learning

by Abeed Sarker, Sahithi Lakamana, Yuting Guo, Yao Ge, Abimbola Leslie, Omolola Okunromade, Elena Gonzalez-Polledo, Jeanmarie Perrone, Anne Marie McKenzie-Brown
Published 2023-01-01

Supervised Text Classification System Detects Fontan Patients in Electronic Records With Higher Accuracy Than ICD Codes

by Yuting Guo, Mohammed A. Al‐Garadi, Wendy M. Book, Lindsey C. Ivey, Fred H. Rodriguez, Cheryl L. Raskind‐Hood, Chad Robichaux, Abeed Sarker
Published 2023-07-01