| 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 | 55 | 2022 |
| 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 | 50 | 2023 |
| Mining long-COVID symptoms from Reddit: characterizing post-COVID syndrome from patient reports A Sarker, Y Ge JAMIA open 4 (3), ooab075, 2021 | 33 | 2021 |
| 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 | 25 | 2022 |
| Overview of the 9th social media mining for health applications (# SMM4H) shared tasks at ACL 2024 D Xu, GL Garcia, L Raithel, R Roller, P Thomas, E Aramaki, S Yada, ... Proceedings of The 9th Social Media Mining for Health Research and …, 2024 | 20 | 2024 |
| 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 | 19 | 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 | 18 | 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 | 16 | 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 | 10 | 2022 |
| 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 | 9 | 2023 |
| 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 | 8 | 2021 |
| 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 | 5 | 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 | 4 | 2023 |
| 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 | 3 | 2024 |
| 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 |
| Long COVID symptoms from Reddit: Characterizing post-COVID syndrome from patient reports A Sarker, Y Ge medRxiv, 2021.06. 15.21259004, 2021 | 3 | 2021 |
| Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data S Das, Y Ge, Y Guo, S Rajwal, JM Hairston, J Powell, D Walker, ... arXiv preprint arXiv:2405.19519, 2024 | 2 | 2024 |
| Detection of medication mentions and medication change events in clinical notes using transformer-based models Y Guo, Y Ge, A Sarker MEDINFO 2023—The Future Is Accessible, 685-689, 2024 | 2 | 2024 |
| 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 | 2 | 2024 |
| An ensemble model for automatic grading of evidence Y Guo, Y Ge, R Liao, A Sarker Proceedings of the 19th Annual Workshop of the Australasian Language …, 2021 | 2 | 2021 |