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

por Al-Garadi, Mohammed Ali, Yang, Yuan-Chi, Sarker, Abeed
Publicado 2022

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

por Sarker, Abeed, Yang, Yuan-Chi, Al-Garadi, Mohammed Ali, Abbas, Aamir
Publicado 2020

An alternative data filling approach for prediction of missing data in soft sets (ADFIS)

por Sadiq Khan, Muhammad, Al-Garadi, Mohammed Ali, Wahab, Ainuddin Wahid Abdul, Herawan, Tutut
Publicado 2016

Automatic gender detection in Twitter profiles for health-related cohort studies

por Yang, Yuan-Chi, Al-Garadi, Mohammed Ali, Love, Jennifer S, Perrone, Jeanmarie, Sarker, Abeed
Publicado 2021

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

por Guo, Yuting, Ge, Yao, Yang, Yuan-Chi, Al-Garadi, Mohammed Ali, Sarker, Abeed
Publicado 2022

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

por Sarker, Abeed, Lakamana, Sahithi, Liao, Ruqi, Abbas, Aamir, Yang, Yuan-Chi, Al-Garadi, Mohammed
Publicado 2023

Automatic Detection of Twitter Users Who Express Chronic Stress Experiences via Supervised Machine Learning and Natural Language Processing

por Yang, Yuan-Chi, Xie, Angel, Kim, Sangmi, Hair, Jessica, Al-Garadi, Mohammed, Sarker, Abeed
Publicado 2022

Automatic ICD-10 multi-class classification of cause of death from plaintext autopsy reports through expert-driven feature selection

por Mujtaba, Ghulam, Shuib, Liyana, Raj, Ram Gopal, Rajandram, Retnagowri, Shaikh, Khairunisa, Al-Garadi, Mohammed Ali
Publicado 2017

Self-reported COVID-19 symptoms on Twitter: an analysis and a research resource

por Sarker, Abeed, Lakamana, Sahithi, Hogg-Bremer, Whitney, Xie, Angel, Al-Garadi, Mohammed Ali, Yang, Yuan-Chi
Publicado 2020

Early survey with bibliometric analysis on machine learning approaches in controlling COVID-19 outbreaks

por Chiroma, Haruna, Ezugwu, Absalom E., Jauro, Fatsuma, Al-Garadi, Mohammed A., Abdullahi, Idris N., Shuib, Liyana
Publicado 2020

Developing an Automatic System for Classifying Chatter About Health Services on Twitter: Case Study for Medicaid

por Yang, Yuan-Chi, Al-Garadi, Mohammed Ali, Bremer, Whitney, Zhu, Jane M, Grande, David, Sarker, Abeed
Publicado 2021

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

por Sarker, Abeed, Al-Garadi, Mohammed Ali, Yang, Yuan-Chi, Choi, Jinho, Quyyumi, Arshed A, Martin, Greg S
Publicado 2021

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

por Sarker, Abeed, Al-Garadi, Mohammed Ali, Ge, Yao, Nataraj, Nisha, Jones, Christopher M., Sumner, Steven A.
Publicado 2022

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

por Al-Garadi, Mohammed Ali, Kim, Sangmi, Guo, Yuting, Warren, Elise, Yang, Yuan-Chi, Lakamana, Sahithi, Sarker, Abeed
Publicado 2022

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

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

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

por Yang, Yuan-Chi, Al-Garadi, Mohammed Ali, Love, Jennifer S., Cooper, Hannah L. F., Perrone, Jeanmarie, Sarker, Abeed
Publicado 2023

Evidence of the emergence of illicit benzodiazepines from online drug forums

por Sarker, Abeed, Al-Garadi, Mohammed Ali, Ge, Yao, Nataraj, Nisha, McGlone, Londell, Jones, Christopher M, Sumner, Steven A
Publicado 2022

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

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

Thematic Analysis of Reddit Content About Buprenorphine-naloxone Using Manual Annotation and Natural Language Processing Techniques

por Graves, Rachel Lynn, Perrone, Jeanmarie, Al-Garadi, Mohammed Ali, Yang, Yuan-Chi, Love, Jennifers, O’Connor, Karen, Gonzalez-Hernandez, Graciela, Sarker, Abeed
Publicado 2022

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

por Guo, Yuting, Al‐Garadi, Mohammed A., Book, Wendy M., Ivey, Lindsey C., Rodriguez, Fred H., Raskind‐Hood, Cheryl L., Robichaux, Chad, Sarker, Abeed
Publicado 2023