Sarker Lab

Publications

2021

  • 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

  • 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

    Link
  • 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

    Link
  • 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

    Link
  • 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

    Link
  • 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

    Link
  • 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

    Link

2019

  • 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
  • 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
  • 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

2018

  • 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