Natural Language Model for Automatic Identification of Intimate Partner Violence Reports From Twitter
Sep
Mohammed Ali Al-Garadi, Sangmi Kim, Yuting Guo, Elise Warren, Yuan-Chi Yang, Sahithi Lakamana, Abeed Sarker
Link CiteComparison of Pretraining Models and Strategies for Health-Related Social Media Text Classification
Aug
Yuting Guo, Yao Ge, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker
Link CiteThematic Analysis of Reddit Content About Buprenorphine-Naloxone Using Manual Annotation and Natural Language Processing Techniques
Jul
Rachel Lynn Graves, Jeanmarie Perrone, Mohammed Ali Al-Garadi, Yuan-Chi Yang, Jennifers Love, Karen O’Connor, Graciela Gonzalez-Hernandez, Abeed Sarker
Link CiteBuilding a Social Media Platform for Surveillance and Support of Intimate Partner Violence and Its Victims During COVID-19 and Beyond: Preliminary Findings
Jun
Sangmi Kim, Mohammed Al-Garadi, Yuting Guo, Elise Warren, Kaylee Stephenson, Yuan-Chi Yang, Abeed Sarker
Link CiteA Comparison of Few-Shot and Traditional Named Entity Recognition Models for Medical Text
Jun
Yao Ge, Yuting Guo, Yuna-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker
Link CiteRecruitment and Retention in Mobile Application-Based Intervention Studies: A Critical Synopsis of Challenges and Opportunities
Jun
Whitney Bremmer, Abeed Sarker
Link CiteSocial Media Data May Supplement Electronic Health Record Data for Studying Non-Adherence Among Breast Cancer Patients
May
Abeed Sarker, Mylin Torres, Imon Banerjee
Link CiteSignals of Increasing CO-Use of Stimulants and Opioids From Online Drug Forum Data
May
Abeed Sarker, Mohammed Ali Al-Garadi, Yao Ge, Nisha Nataraj, Christopher M Jones, Steven A Sumner
Link CiteEarly Detection Of Fraudulent Covid-19 Products From Twitter Chatter
May
Abeed Sarker, Sahithi Lakamana, Ruqi Liao, Aamir Abbas, Yuan-Chi Yang, Mohammed Al-Garadi
Link CiteCan Accurate Demographic Information About People Who Use Prescription Medications Non-medically Be Derived From Twitter Big Data?
Apr
Yuan-Chi Yang, Mohammed Ali Al-Garadi, Jennifer S. Love, Hannah L. F. Cooper, Jeanmarie Perrone, Abeed Sarker
Link CiteLarge-Scale Social Media Analysis Reveals Emotions Associated with Nonmedical Prescription Drug Use
Apr
Mohammed Ali Al-Garadi, Yuan-Chi Yang, Yuting Guo, Sangmi Kim, Jennifer S Love, Jeanmarie Perrone, Abeed Sarker
Link CiteFew-shot Learning For Medical Text: A Systematic Review
Apr
Yao Ge, Yuting Guo, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker
Link CiteCan Reddit Posts Reveal Insurance Related Barriers to Accessing Medication for Opioid Use Disorder?
Apr
Whitney Bremer, Abeed Sarker, Jeanmarie Perrone
Link CiteConcerns Among People Who Use Opioids During the Covid-19 Pandemic: A Natural Language Processing Analysis of Social Media Posts
Mar
Abeed Sarker, Nisha Nataraj, Wesley Siu, Sabrina Li, Christopher M Jones, Steven A Sumner
Link CiteTracking The Covid-19 Outbreak In India Through Twitter: Opportunities For Social Media Based Global Pandemic Surveillance
Mar
Sahithi Lakamana, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker
Link CiteDeepluenza: Deep Learning for Influenza Detection from Twitter
Mar
Balsam Alkouz, Zaher Al Aghbari, Mohammed Al Al-Garadi, Abeed Sarker
Link CiteConcerns Among People Who Use Opioids During The Covid-19 Pandemic: A Natural Language Processing Analysis Of Social Media Posts
Mar
Abeed Sarker, Nisha Nataraj, Wesley Siu, Sabrina Li, Christopher M Jones, Steven A Sumner
Link CiteAutomatic Identification Of Intimate Partner Violence Victims From Social Media
Mar
Mohammed Al-Garadi, Abeed Sarker, Yuting Guo, Elise Warren, Yuan-Chi Yang, Sangmi Kim
Link CiteReddit Discussions About Buprenorphine Associated Precipitated Withdrawal In The Era Of Fentanyl
Feb
Anthony Spadaro, Abeed Sarker, Whitney Hogg-Bremer, Jennifer S Love, Nicole O’Donnell, Lewis S Nelson, Jeanmarie Perrone
Link CiteTrends in Co-mention of Stimulants and Opioids: A Natural Language Processing Driven Analysis of Reddit Forums
Jan
Abeed Sarker, Mohammed Ali Al-Garadi, Yao Ge, Nisha Nataraj, Christopher M Jones, Steven A Sumner
Link CiteA Data-Driven Iterative Approach for Semi-automatically Assessing the Correctness of Medication Value Sets: A Proof of Concept Based on Opioids
Dec
Linyi Li, Adela Grando, Abeed Sarker
Link CiteThematic Analysis of Reddit Content About Buprenorphine-naloxone Using Manual Annotation and Natural Language Processing Techniques
Dec
Rachel Lynn Graves, Jeanmarie Perrone, Mohammed Ali Al-Garadi, Yuan-Chi Yang, Jennifer S Love, Karen O’Connor, Graciela Gonzalez-Hernandez, Abeed Sarker
Link CiteDefining Patient-Oriented Natural Language Processing: A New Paradigm for Research and Development to Facilitate Adoption and Use by Medical Experts
Sep
Abeed Sarker, Mohammed Ali Al-Garadi, Yuan-Chi Yang, Jinho Choi, Arshed A Quyyumi, Greg S Martin
Link CiteMining Long-COVID Symptoms from Reddit: Characterizing Post-COVID Syndrome from Patient Reports
Sep
Abeed Sarker, Yao Ge
Link CiteAutomatic Gender Detection in Twitter Profiles for Health-Related Cohort Studies
Jun
Yuan-Chi Yang, Mohammed Ali Al-Garadi, Jennifer S Love, Jeanmarie Perrone, Abeed Sarker
Link CitePre-Trained Transformer-Based Classification and Span Detection Models for Social Media Health Applications
Jun
Yuting Gao, Yao Ge, Mohammad Ali Al-Garadi, Abeed Sarker
Link CiteOverview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021
Jun
Arjun Magge, Ari Z. Klein, Antonio Miranda-Escalada, Mohammad Ali Al-Garadi, Ilseyar Alimova, Zulfat Miftahutdinov, Eulàlia Farré-Maduell, Salvador Lima López, Ivan Flores, Karen O’Connor, Davy Weissenbacher, Elena Tutubalina, Abeed Sarker, Juan M. Banda, Martin Krallinger, Graciela Gonzalez-Hernandez
Link CiteDeveloping an Automatic System for Classifying Chatter About Health Services on Twitter: Case Study for Medicaid
May
Yuan-Chi Yang, Mohammed Ali Al-Garadi, Whitney Bremer, Jane M. Zhu, David Grande, Abeed Sarker
Link CiteGender Differences in Nonmedical Use of Prescription Opioids, Tranquilizers and Stimulant Medications Using Machine Learning and Social Media
Apr 14 - 2021 Apr
Yuan-Chi Yang, Mohammed Ali Al-Garadi, Jennifer Love, Jeanmarie Perrone, Abeed Sarker
CiteMethadone and Suboxone® Mentions on Twitter: Thematic and Sentiment Analysis
Apr
Megan Chenworth, Jeanmarie Perrone, Jennifer Love, Rachel Graves, Whitney Hogg-Bremer, Abeed Sarker
Link CiteCoviDash-SM: A Public COVID19 Dashboard for Social Media Data-Based Research and Surveillance
Mar 22 - 2021 Mar
Sahithi Lakamana, Mohammad Ali Al-Garadi, Yuan-Chi Yang, Abeed Sarker
Link CiteSyndromic Surveillance for COVID19 from Reddit using Multi-Platform Lexicons
Mar 22 - 2021 Mar
Abimbola Leslie, Sahithi Lakamana, Abeed Sarker
Link CiteUtilizing a Multi-Class Classification Approach to Detect Therapeutic and Recreational Misuse of Opioids on Twitter
Feb
Samah Jamal Fodeh, Mohammed Al-Garadi, Osama Elsankary, Jeanmarie Perrone, William Becker, Abeed Sarker
Link CiteText Classification Models for the Automatic Detection of Nonmedical Prescription Medication Use from Social Media
Jan
Mohammed Ali Al-Garadi, Yuan-Chi Yang, Haitao Cai, Yucheng Ruan, Karen O'Connor, Graciela Gonzalez-Hernandez, Jeanmarie Perrone, Abeed Sarker
Link CiteA Light-Weight Text Summarization System for Fast Access to Medical Evidence
Dec
Abeed Sarker, Yuan-Chi Yang, Mohammad Ali Al-Garadi
Link Code Resources CiteBenchmarking of Transformer-Based Pre-Trained Models on Social Media Text Classification Datasets
Dec
Yuting Guo, Xiangjue Dong, Mohammed Ali Al-Garadi, Abeed Sarker, Cécile Paris, Diego Mollá-Aliod
Link Code Resources CiteA System for Automatically Expanding Concept Lexicons for Noisy Biomedical Texts
Nov
Abeed Sarker
Link Code Resources CiteUtilizing a Multi-Class Classification Approach to Detect Therapeutic and Recreational Misuse of Opioids on Twitter
Nov
Samah Jamal Fodeh, Mohammad Al-Garadi, Osama Elsankary, Jeanmarie Perrone, William Becker, Abeed Sarker
Link Code Resources CiteEmory at WNUT-2020 Task 2: Combining Pretrained Deep Learning Models and Feature Enrichment for Informative Tweet Identifications
Nov
Yuting Gao, Mohammed Ali Al-Garadi, Abeed Sarker
Link Code Resources CiteAssessing Perceptions about Medications for Opioid Use Disorder and Naloxone on Twitter
Aug
Babak Tofighi, Omar El Shahawy, Andrew Segoshi, Katerine P Moreno, Beita Badiei, Abeed Sarker, Noa Krawczyk
Link Code Resources CiteCharacteristics of Twitter Use by State Medicaid Programs in the United States: Machine Learning Approach
Aug
Jane M. Zhu, Abeed Sarker, Sarah Gollust, Raina Merchant, David Grande
Link Code Resources CiteSelf-Reported COVID-19 Symptoms on Twitter: An Analysis and a Research Resource
Aug
Abeed Sarker, Sahithi Lakamana, Whitney Hogg-Bremer, Angel Xie, Mohammed Ali Al-Garadi, Yuan-Chi Yang
Link Code Resources CiteCharacteristics of Twitter Use by State Medicaid Programs in the United States: A Machine Learning Application
Jul 28 - 2020 Aug
Jane M Zhu, Abeed Sarker, Sarah Gollust, Raina Merchant, David Grande
Link Code Resources CiteTowards Automatic Bot Detection in Twitter for Health-related Tasks
May
Anahita Davoudi, Ari Z. Klein, Abeed Sarker, Graciela Gonzalez-Hernandez
Link Code Resources CiteAutomatic Breast Cancer Cohort Detection from Social Media for Studying Factors Affecting Patient Centered Outcomes
May
Mohammed Ali Al-Garadi, Yuan-Chi Yang, Sahithi Lakamana, Jie Lin, Sabrina Li, Angel Xie, Whitney Hogg-Bremer, Mylin Torres, Imon Banerjee, Abeed Sarker
Link Code Resources CitePromoting Reproducible Research for Characterizing Nonmedical Use of Medications Through Data Annotation: Description of a Twitter Corpus and Guidelines
Feb
Karen O'Connor, Abeed Sarker, Jeanmarie Perrone, Graciela Gonzalez-Hernandez
Link Code Resources CiteMining Social Media for Prescription Medication Abuse Monitoring: A Review and Proposal for a Data-Centric Framework
Feb
Abeed Sarker, Annika DeRoos, Jeanmarie Perrone
Link Code Resources CiteBuprenorphine Initiation in the Emergency Department: A Thematic Content Analysis of a #firesidetox Tweetchat
Jan
Megan Chenworth, Jeanmarie Perrone, Jennifer S. Love, Howard A. Greller, Abeed Sarker, Peter R. Chai
Link Code Resources CiteDeep Neural Networks Ensemble for Detecting Medication Mentions in Tweets
Dec
Davy Weissenbacher, Abeed Sarker, Ari Z. Klein, Karen O'Connor, Arjun Magge, Graciela Gonzalez-Hernandez
Link Code Resources CiteMachine Learning and Natural Language Processing for Geolocation-Centric Monitoring and Characterization of Opioid-Related Social Media Chatter
Nov
Abeed Sarker, Graciela Gonzalez-Hernandez, Yucheng Ruan, Jeanmarie Perrone
Link Code Resources CiteTowards Scaling Twitter for Digital Epidemiology of Birth Defects
Oct
Ari Z. Klein, Abeed Sarker, Davy Weissenbacher, Graciela Gonzalez-Hernandez
Link Code Resources CiteTowards Automating Location-Specific Opioid Toxicosurveillance from Twitter via Data Science Methods
Aug
Abeed Sarker, Graciela Gonzalez-Hernandez, Jeanmarie Perrone
Link Code Resources CiteData-Driven Lexical Normalization for Medical Social Media
Aug
Anne Dirkson, Suzan Verberne, Abeed Sarker, Wessel Kraaij
Link Code Resources CiteAn Interpretable Natural Language Processing System for Written Medical Examination Assessment
Aug
Abeed Sarker, Ari Z. Klein, Janet Mee, Polina Harik, Graciela Gonzalez-Hernandez
Link Code Resources CiteOverview of the Fourth Social Media Mining for Health (SMM4H) Shared Tasks at ACL 2019
Aug
Davy Weissenbacher, Abeed Sarker, Arjun Magge, Ashlynn Daughton, Karen O'Connor, Michael Paul, Graciela Gonzalez-Hernandez
Link Code Resources CiteComment on: "Deep Learning for Pharmacovigilance: Recurrent Neural Network Architectures for Labeling Adverse Drug Reactions in Twitter Posts"
Jun
Arjun Magge, Abeed Sarker, Azadeh Nikfarjam, Graciela Gonzalez-Hernandez
Link Code Resources CiteTowards Real-Time Opioid Abuse Surveillance: Machine Learning for Automatic Characterization of Opioid-Related Tweets
May 21 - 2019 May
Abeed Sarker, Graciela Gonzalez-Hernandez, Francis DeRoos, Jeanmarie Perrone
Code Resources CiteCharacterizing Opioid-Related Tweets: A Comparison Between Prescription and Illicit Opioid Chatter
May 21 - 2019 May
Abeed Sarker, Graciela Gonzalez-Hernandez, Francis DeRoos, Jeanmarie Perrone
Code Resources CiteAn Analysis of a Twitter Corpus for Training a Medication Intake Classifier
May
Ari Z. Klein, Abeed Sarker, Davy Weissenbacher, Graciela Gonzalez-Hernandez
Link Code Resources CiteSentiment, Themes, and Analyses in Tweets about Suboxone
Mar
Rachel Graves, Jeanmarie Perrone, Jennifer Love, Abeed Sarker
Code Resources CiteCan Reddit Reveal Unique Facets of Suboxone Use and Misuse?
Mar
Rachel Graves, Jeanmarie Perrone, Jennifer Love, Abeed Sarker
Code Resources CiteBi-Directional Recurrent Neural Network Models for Geographic Location Extraction in Biomedical Literature
Jan
Arjun Magge, Davy Weissenbacher, Abeed Sarker, Matthew Scotch, Graciela Gonzalez-Hernandez
Link Code Resources Cite