| 2024 | AIME | Social Media as a Sensor: Analyzing Twitter Data for Breast Cancer Medication Effects Using Natural Language Processing. | Seibi Kobara, Alireza Rafiei, Masoud Nateghi, Selen Bozkurt, Rishikesan Kamaleswaran, Abeed Sarker |
| 2023 | AIME | Classification of Fall Types in Parkinson's Disease from Self-report Data Using Natural Language Processing. | Jeanne M. Powell, Yuting Guo, Abeed Sarker, J. Lucas McKay |
| 2022 | COLING | Overview of the Seventh Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2022. | Davy Weissenbacher, Juan M. Banda, Vera Davydova, Darryl Estrada-Zavala, Luis Gasc Snchez, Yao Ge, Yuting Guo, Ari Z. Klein, Martin Krallinger, Mathias Leddin, Arjun Magge, Raul Rodriguez-Esteban, Abeed Sarker, Ana Luca Schmidt, Elena Tutubalina, Graciela Gonzalez-Hernandez |
| 2021 | AMIA | Mining and characterizing long-COVID symptoms from self-reports on Reddit. | Yao Ge, Yuting Guo, Abeed Sarker |
| 2021 | AMIA | Tracking the COVID-19 outbreak in India via Twitter. | Sahithi Lakamana, Abeed Sarker |
| 2021 | ICWSM | Obtaining insights about nonmedical use of prescription medications from social media via natural language processing. | Abeed Sarker |
| 2020 | AIME | Automatic Breast Cancer Cohort Detection from Social Media for Studying Factors Affecting Patient-Centered Outcomes. | Mohammed Ali Al-Garadi, Yuan-Chi Yang, Sahithi Lakamana, Jie Lin, Sabrina Li, Angel Xie, Whitney Hogg-Bremer, Mylin Torres, Imon Banerjee, Abeed Sarker |
| 2019 | PSB | Bi-directional Recurrent Neural Network Models for Geographic Location Extraction in Biomedical Literature. | Arjun Magge, Davy Weissenbacher, Abeed Sarker, Matthew Scotch, Graciela Gonzalez-Hernandez |
| 2018 | PSB | Session Introduction. | Graciela Gonzalez-Hernandez, Abeed Sarker, Karen O'Connor, Casey S. Greene, Hongfang Liu |
| 2017 | AMIA | Hybrid Semantic Analysis for Mapping Adverse Drug Reaction Mentions in Tweets to Medical Terminology. | Ehsan Emadzadeh, Abeed Sarker, Azadeh Nikfarjam, Graciela Gonzalez-Hernandez |
| 2017 | AMIA | Overview of the Second Social Media Mining for Health (SMM4H) Shared Tasks at AMIA 2017. | Abeed Sarker, Graciela Gonzalez |
| 2016 | COLING | Data, tools and resources for mining social media drug chatter. | Abeed Sarker, Graciela Gonzalez |
| 2016 | PSB | Session Introduction. | Michael J. Paul, Abeed Sarker, John S. Brownstein, Azadeh Nikfarjam, Matthew Scotch, Karen L. Smith, Graciela Gonzalez-Hernandez |
| 2016 | PSB | Social Media Mining Shared Task Workshop. | Abeed Sarker, Azadeh Nikfarjam, Graciela Gonzalez-Hernandez |
| 2016 | PSB | Finding Potentially Unsafe Nutritional Supplements from User Reviews with Topic Modeling. | Ryan Sullivan, Abeed Sarker, Karen O'Connor, Amanda Goodin, Mark Karlsrud, Graciela Gonzalez |
| 2014 | AMIA | Pharmacovigilance on Twitter? Mining Tweets for Adverse Drug Reactions. | Karen O'Connor, Azadeh Nikfarjam, Rachel E. Ginn, Pranoti Pimpalkhute, Abeed Sarker, Karen L. Smith, Graciela Gonzalez-Hernandez |
| 2013 | AIME | An Approach for Query-Focused Text Summarisation for Evidence Based Medicine. | Abeed Sarker, Diego Moll, Ccile Paris |
| 2013 | IJCNLP | Automatic Prediction of Evidence-based Recommendations via Sentence-level Polarity Classification. | Abeed Sarker, Diego Moll Aliod, Ccile Paris |
| 2012 | CBMS | Extractive evidence based medicine summarisation based on sentence-specific statistics. | Abeed Sarker, Diego Moll, Ccile Paris |
| 2010 | DICTA | Improved Reconstruction of Flutter Shutter Images for Motion Blur Reduction. | Abeed Sarker, Leonard G. C. Hamey |