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Yao Ge
Publications - 7
Citations - 51
Yao Ge is an academic researcher. The author has contributed to research in topics: Computer science & Medicine. The author has an hindex of 3, co-authored 7 publications receiving 51 citations.
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Journal Article
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 Gascó,Yao Ge,Yuting Guo,Ari Z. Klein,Martin Krallinger,Mathias Leddin,Arjun Magge,Raul Rodriguez-Esteban,Abeed Sarker,Lucia Schmidt,Elena Tutubalina,Graciela Gonzalez-Hernandez +15 more
TL;DR: An overview of the shared tasks and participants’ systems is provided to promote the community-driven development and evaluation of advanced natural language processing systems to detect, extract, and normalize health-related information in public, user-generated content.
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Few-shot learning for medical text: A systematic review
TL;DR: A systematic review to explore the state of FSL methods for medical NLP and abstracted articles based on data source, aim, training set size, primary method, approach, and evaluation method.
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Evidence of the emergence of illicit benzodiazepines from online drug forums
Abeed Sarker,Mohammed Ali Al-Garadi,Yao Ge,Nisha Nataraj,Londell McGlone,Christopher M. Jones,Steven A. Sumner +6 more
TL;DR: This article employed natural language processing (NLP) to study benzodiazepine mentions over 10 years on 270 online drug forums (subreddits) on Reddit and found that the rate of posts about both prescription and illicit drugs increased consistently with increases in deaths involving both drug classes, illustrating the utility of surveillance via Reddit.
Posted ContentDOI
Trends in Co-mention of Stimulants and Opioids: A Natural Language Processing Driven Analysis of Reddit Forums
Abeed Sarker,Mohammed Ali Al-Garadi,Yao Ge,Nisha Nataraj,Christopher M. Jones,Steven A. Sumner +5 more
TL;DR: Data from Reddit reflect increasing mentions of stimulants, particularly methamphetamine, among PWUO/PTMOUD and closely resemble the growth in overdose deaths involving both opioids and stimulants.
Journal ArticleDOI
Signals of increasing co-use of stimulants and opioids from online drug forum data
Abeed Sarker,Mohammed Ali Al-Garadi,Yao Ge,Nisha Nataraj,Christopher M. Jones,Steven A. Sumner +5 more
TL;DR: In this article , the authors examined stimulant co-mention trends among people who use opioids (PWUO) or people being treated with medications for opioid use disorder (PTMOUD).