| Overview of the seventh Social Media Mining for Health Applications (# SMM4H) shared tasks at COLING 2022 D Weissenbacher, J Banda, V Davydova, DE Zavala, LG Sánchez, Y Ge, ... Proceedings of The Seventh Workshop on Social Media Mining for Health …, 2022 | 39 | 2022 |
| Mining long-COVID symptoms from Reddit: characterizing post-COVID syndrome from patient reports A Sarker, Y Ge JAMIA open 4 (3), ooab075, 2021 | 25 | 2021 |
| Few-shot learning for medical text: A review of advances, trends, and opportunities Y Ge, Y Guo, S Das, MA Al-Garadi, A Sarker Journal of Biomedical Informatics, 104458, 2023 | 19 | 2023 |
| How can graph neural networks help document retrieval: A case study on cord19 with concept map generation H Cui, J Lu, Y Ge, C Yang European Conference on Information Retrieval, 75-83, 2022 | 15 | 2022 |
| Comparison of pretraining models and strategies for health-related social media text classification Y Guo, Y Ge, YC Yang, MA Al-Garadi, A Sarker Healthcare 10 (8), 1478, 2022 | 12 | 2022 |
| Few-shot learning for medical text: A systematic review Y Ge, Y Guo, YC Yang, MA Al-Garadi, A Sarker arXiv preprint arXiv:2204.14081, 2022 | 12 | 2022 |
| Evidence of the emergence of illicit benzodiazepines from online drug forums A Sarker, MA Al-Garadi, Y Ge, N Nataraj, L McGlone, CM Jones, ... European Journal of Public Health 32 (6), 939-941, 2022 | 8 | 2022 |
| Signals of increasing co-use of stimulants and opioids from online drug forum data A Sarker, MA Al-Garadi, Y Ge, N Nataraj, CM Jones, SA Sumner Harm Reduction Journal 19 (1), 51, 2022 | 8 | 2022 |
| Pre-trained transformer-based classification and span detection models for social media health applications Y Guo, Y Ge, MA Al-Garadi, A Sarker Proceedings of the sixth social media mining for health (# SMM4H) workshop …, 2021 | 5 | 2021 |
| A framework for multi-faceted content analysis of social media chatter regarding non-medical use of prescription medications S Raza, B Schwartz, S Lakamana, Y Ge, A Sarker BMC digital health 1 (1), 29, 2023 | 3 | 2023 |
| A comparison of few-shot and traditional named entity recognition models for medical text Y Ge, Y Guo, YC Yang, MA Al–Garadi, A Sarker 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI), 84-89, 2022 | 3 | 2022 |
| Trends in co-mention of stimulants and opioids: a natural language processing driven analysis of reddit forums A Sarker, MA Al-Garadi, Y Ge, N Nataraj, CM Jones, SA Sumner | 3 | 2022 |
| # ChronicPain: automated building of a chronic pain cohort from Twitter using machine learning A Sarker, S Lakamana, Y Guo, Y Ge, A Leslie, O Okunromade, ... Health data science 3, 0078, 2023 | 2 | 2023 |
| An ensemble model for automatic grading of evidence Y Guo, Y Ge, R Liao, A Sarker Proceedings of the The 19th Annual Workshop of the Australasian Language …, 2021 | 2 | 2021 |
| Data Augmentation with Nearest Neighbor Classifier for Few-Shot Named Entity Recognition Y Ge, MA Al-Garadi, A Sarker MEDINFO 2023—The Future Is Accessible, 690-694, 2024 | 1 | 2024 |
| Long COVID symptoms from Reddit: Characterizing post-COVID syndrome from patient reports A Sarker, Y Ge medRxiv, 2021.06. 15.21259004, 2021 | 1 | 2021 |
| Few-shot learning for medical text: A systematic Y Ge, Y Guo, YC Yang, MA Al-Garadi, A Sarker | 1 | |
| Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use Derived from Social Media Y Ge, S Das, K O'Connor, MA Al-Garadi, G Gonzalez-Hernandez, ... arXiv preprint arXiv:2405.06145, 2024 | | 2024 |
| Detection of Medication Mentions and Medication Change Events in Clinical Notes Using Transformer-Based Models Y Guo, Y Ge, A Sarker Studies in Health Technology and Informatics 310, 685-689, 2024 | | 2024 |
| # ChronicPain: Automatic establishment of a chronic pain cohort from social media using machine learning for studying opioid-alternative therapies S Lakamana, Y Guo, Y Ge, A Leslie, O Okunromade, YC Yang, ... medRxiv, 2022.08. 20.22279021, 2022 | | 2022 |
