Publications
2021
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Gender Differences in Nonmedical Use of Prescription Opioids, Tranquilizers and Stimulant Medications Using Machine Learning and Social Media
Apr 2021
Yuan-Chi Yang, Mohammed Ali-Algaradi, Jennifer Love, Jeanmarie Perrone, Abeed Sarker
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Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter
01 Feb 2021
Samah Jamal Fodeh, Mohammed Al-Garadi, Osama Elsankary, Jeanmarie Perrone, William Becker, Abeed Sarker
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Automatic Gender Detection in Twitter Profiles for Health-related Cohort Studies
01 Jan 2021
Yuan-Chi Yang, Mohammed Ali Al-Garadi, Jennifer S Love, Jeanmarie Perrone, Abeed Sarker
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A Light-Weight Text Summarization System for Fast Access to Medical Evidence. Front. Digit
04 Dec 2020
A Sarker, YC Yang, MA Al-Garadi, A Abbas
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Benchmarking of Transformer-Based Pre-Trained Models on Social Media Text Classification Datasets
Dec 2020
Yuting Guo, Xiangjue Dong, Mohammed Ali Al-Garadi, Abeed Sarker, Cecile Paris, Diego Mollá Aliod
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Overview of the fifth social media mining for health applications (# smm4h) shared tasks at coling 2020
Dec 2020
Ari Klein, Ilseyar Alimova, Ivan Flores, Arjun Magge, Zulfat Miftahutdinov, Anne-Lyse Minard, Karen O’connor, Abeed Sarker, Elena Tutubalina, Davy Weissenbacher, Graciela Gonzalez
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Proceedings of the Fifth Social Media Mining for Health Applications Workshop & Shared Task
Dec 2020
Graciela Gonzalez, Ari Z Klein, Ivan Flores, Davy Weissenbacher, Arjun Magge, Karen O'Connor, Abeed Sarker, Anne-Lyse Minard, Elena Tutubalina, Zulfat Miftahutdinov, Ilseyar Alimova
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2019
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Machine Learning and Natural Language Processing for Geolocation-Centric Monitoring and Characterization of Opioid-Related Social Media Chatter
01 Nov 2019
A Sarker, G Gonzalez-Hernandez, Y Ruan, J Perrone.
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Machine Learning and Natural Language Processing for Geolocation-Centric Monitoring and Characterization of Opioid-Related Social Media Chatter
01 Nov 2019
A Sarker, G Gonzalez-Hernandez, Y Ruan, J Perrone.
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Machine Learning and Natural Language Processing for Geolocation-Centric Monitoring and Characterization of Opioid-Related Social Media Chatter
01 Nov 2019
A Sarker, G Gonzalez-Hernandez, Y Ruan, J Perrone.
Link Code Resources