2021
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Thematic Analysis of Reddit Content About Buprenorphine-naloxone Using Manual Annotation and Natural Language Processing Techniques
2021 Dec 03
Rachel Lynn Graves, Jeanmarie Perrone, Mohammed Ali Al-Garadi, Yuan-Chi Yang, Jennifer S Love, Karen O’Connor, Graciela Gonzalez-Hernandez, Abeed Sarker
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Defining Patient-Oriented Natural Language Processing: A New Paradigm for Research and Development to Facilitate Adoption and Use by Medical Experts
2021 Sep 28
Abeed Sarker, Mohammed Ali Al-Garadi, Yuan-Chi Yang, Jinho Choi, Arshed A Quyyumi, Greg S Martin
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Mining Long-COVID Symptoms from Reddit: Characterizing Post-COVID Syndrome from Patient Reports
2021 Sep 02
Abeed Sarker, Yao Ge
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Automatic Gender Detection in Twitter Profiles for Health-Related Cohort Studies
2021 Jun 23
Yuan-Chi Yang, Mohammed Ali Al-Garadi, Jennifer S Love, Jeanmarie Perrone, Abeed Sarker
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Pre-Trained Transformer-Based Classification and Span Detection Models for Social Media Health Applications
2021 Jun 10
Yuting Gao, Yao Ge, Mohammad Ali Al-Garadi, Abeed Sarker
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Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021
2021 Jun 10
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
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Developing an Automatic System for Classifying Chatter About Health Services on Twitter: Case Study for Medicaid
2021 May 03
Yuan-Chi Yang, Mohammed Ali Al-Garadi, Whitney Bremer, Jane M. Zhu, David Grande, Abeed Sarker
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Gender Differences in Nonmedical Use of Prescription Opioids, Tranquilizers and Stimulant Medications Using Machine Learning and Social Media
2021 Apr 14 - 2021 Apr 16
Yuan-Chi Yang, Mohammed Ali Al-Garadi, Jennifer Love, Jeanmarie Perrone, Abeed Sarker
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Methadone and Suboxone® Mentions on Twitter: Thematic and Sentiment Analysis
2021 Apr 06
Megan Chenworth, Jeanmarie Perrone, Jennifer Love, Rachel Graves, Whitney Hogg-Bremer, Abeed Sarker
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CoviDash-SM: A Public COVID19 Dashboard for Social Media Data-Based Research and Surveillance
2021 Mar 22 - 2021 Mar 25
Sahithi Lakamana, Mohammad Ali Al-Garadi, Yuan-Chi Yang, Abeed Sarker
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Syndromic Surveillance for COVID19 from Reddit using Multi-Platform Lexicons
2021 Mar 22 - 2021 Mar 25
Abimbola Leslie, Sahithi Lakamana, Abeed Sarker
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Utilizing a Multi-Class Classification Approach to Detect Therapeutic and Recreational Misuse of Opioids on Twitter
2021 Feb 01
Samah Jamal Fodeh, Mohammed Al-Garadi, Osama Elsankary, Jeanmarie Perrone, William Becker, Abeed Sarker
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Text Classification Models for the Automatic Detection of Nonmedical Prescription Medication Use from Social Media
2021 Jan 26
Mohammed Ali Al-Garadi, Yuan-Chi Yang, Haitao Cai, Yucheng Ruan, Karen O'Connor, Graciela Gonzalez-Hernandez, Jeanmarie Perrone, Abeed Sarker
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2020
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A Light-Weight Text Summarization System for Fast Access to Medical Evidence
2020 Dec 04
Abeed Sarker, Yuan-Chi Yang, Mohammad Ali Al-Garadi
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Benchmarking of Transformer-Based Pre-Trained Models on Social Media Text Classification Datasets
2020 Dec 01
Yuting Guo, Xiangjue Dong, Mohammed Ali Al-Garadi, Abeed Sarker, Cécile Paris, Diego Mollá-Aliod
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A System for Automatically Expanding Concept Lexicons for Noisy Biomedical Texts
2020 Nov 27
Abeed Sarker
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Utilizing a Multi-Class Classification Approach to Detect Therapeutic and Recreational Misuse of Opioids on Twitter
2020 Nov 20
Samah Jamal Fodeh, Mohammad Al-Garadi, Osama Elsankary, Jeanmarie Perrone, William Becker, Abeed Sarker
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Emory at WNUT-2020 Task 2: Combining Pretrained Deep Learning Models and Feature Enrichment for Informative Tweet Identifications
2020 Nov 19
Yuting Gao, Mohammed Ali Al-Garadi, Abeed Sarker
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Assessing Perceptions about Medications for Opioid Use Disorder and Naloxone on Twitter
2020 Aug 24
Babak Tofighi, Omar El Shahawy, Andrew Segoshi, Katerine P Moreno, Beita Badiei, Abeed Sarker, Noa Krawczyk
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Characteristics of Twitter Use by State Medicaid Programs in the United States: Machine Learning Approach
2020 Aug 17
Jane M. Zhu, Abeed Sarker, Sarah Gollust, Raina Merchant, David Grande
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Self-Reported COVID-19 Symptoms on Twitter: An Analysis and a Research Resource
2020 Aug 01
Abeed Sarker, Sahithi Lakamana, Whitney Hogg-Bremer, Angel Xie, Mohammed Ali Al-Garadi, Yuan-Chi Yang
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Characteristics of Twitter Use by State Medicaid Programs in the United States: A Machine Learning Application
2020 Jul 28 - 2020 Aug 06
Jane M Zhu, Abeed Sarker, Sarah Gollust, Raina Merchant, David Grande
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Towards Automatic Bot Detection in Twitter for Health-related Tasks
2020 May 30
Anahita Davoudi, Ari Z. Klein, Abeed Sarker, Graciela Gonzalez-Hernandez
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Automatic Breast Cancer Cohort Detection from Social Media for Studying Factors Affecting Patient Centered Outcomes
2020 May 21
Mohammed Ali Al-Garadi, Yuan-Chi Yang, Sahithi Lakamana, Jie Lin, Sabrina Li, Angel Xie, Whitney Hogg-Bremer, Mylin Torres, Imon Banerjee, Abeed Sarker
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Promoting Reproducible Research for Characterizing Nonmedical Use of Medications Through Data Annotation: Description of a Twitter Corpus and Guidelines
2020 Feb 26
Karen O'Connor, Abeed Sarker, Jeanmarie Perrone, Graciela Gonzalez-Hernandez
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Mining Social Media for Prescription Medication Abuse Monitoring: A Review and Proposal for a Data-Centric Framework
2020 Feb 01
Abeed Sarker, Annika DeRoos, Jeanmarie Perrone
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Buprenorphine Initiation in the Emergency Department: A Thematic Content Analysis of a #firesidetox Tweetchat
2020 Jan 02
Megan Chenworth, Jeanmarie Perrone, Jennifer S. Love, Howard A. Greller, Abeed Sarker, Peter R. Chai
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2019
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Deep Neural Networks Ensemble for Detecting Medication Mentions in Tweets
2019 Dec 01
Davy Weissenbacher, Abeed Sarker, Ari Z. Klein, Karen O'Connor, Arjun Magge, Graciela Gonzalez-Hernandez
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Machine Learning and Natural Language Processing for Geolocation-Centric Monitoring and Characterization of Opioid-Related Social Media Chatter
2019 Nov 01
Abeed Sarker, Graciela Gonzalez-Hernandez, Yucheng Ruan, Jeanmarie Perrone
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Towards Scaling Twitter for Digital Epidemiology of Birth Defects
2019 Oct 01
Ari Z. Klein, Abeed Sarker, Davy Weissenbacher, Graciela Gonzalez-Hernandez
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Towards Automating Location-Specific Opioid Toxicosurveillance from Twitter via Data Science Methods
2019 Aug 21
Abeed Sarker, Graciela Gonzalez-Hernandez, Jeanmarie Perrone
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Data-Driven Lexical Normalization for Medical Social Media
2019 Aug 20
Anne Dirkson, Suzan Verberne, Abeed Sarker, Wessel Kraaij
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An Interpretable Natural Language Processing System for Written Medical Examination Assessment
2019 Aug 14
Abeed Sarker, Ari Z. Klein, Janet Mee, Polina Harik, Graciela Gonzalez-Hernandez
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Overview of the Fourth Social Media Mining for Health (SMM4H) Shared Tasks at ACL 2019
2019 Aug 02
Davy Weissenbacher, Abeed Sarker, Arjun Magge, Ashlynn Daughton, Karen O'Connor, Michael Paul, Graciela Gonzalez-Hernandez
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Comment on: "Deep Learning for Pharmacovigilance: Recurrent Neural Network Architectures for Labeling Adverse Drug Reactions in Twitter Posts"
2019 Jun 01
Arjun Magge, Abeed Sarker, Azadeh Nikfarjam, Graciela Gonzalez-Hernandez
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Towards Real-Time Opioid Abuse Surveillance: Machine Learning for Automatic Characterization of Opioid-Related Tweets
2019 May 21 - 2019 May 24
Abeed Sarker, Graciela Gonzalez-Hernandez, Francis DeRoos, Jeanmarie Perrone
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Characterizing Opioid-Related Tweets: A Comparison Between Prescription and Illicit Opioid Chatter
2019 May 21 - 2019 May 24
Abeed Sarker, Graciela Gonzalez-Hernandez, Francis DeRoos, Jeanmarie Perrone
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An Analysis of a Twitter Corpus for Training a Medication Intake Classifier
2019 May 06
Ari Z. Klein, Abeed Sarker, Davy Weissenbacher, Graciela Gonzalez-Hernandez
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Sentiment, Themes, and Analyses in Tweets about Suboxone
2019 Mar 01
Rachel Graves, Jeanmarie Perrone, Jennifer Love, Abeed Sarker
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Can Reddit Reveal Unique Facets of Suboxone Use and Misuse?
2019 Mar 01
Rachel Graves, Jeanmarie Perrone, Jennifer Love, Abeed Sarker
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Bi-Directional Recurrent Neural Network Models for Geographic Location Extraction in Biomedical Literature
2019 Jan 01
Arjun Magge, Davy Weissenbacher, Abeed Sarker, Matthew Scotch, Graciela Gonzalez-Hernandez
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