| A survey of large language models for healthcare: from data, technology, and applications to accountability and ethics K He, R Mao, Q Lin, Y Ruan, X Lan, M Feng, E Cambria Information Fusion, 102963, 2025 | 143 | 2025 |
| Machine learning and natural language processing for geolocation-centric monitoring and characterization of opioid-related social media chatter A Sarker, G Gonzalez-Hernandez, Y Ruan, J Perrone JAMA network open 2 (11), e1914672-e1914672, 2019 | 94 | 2019 |
| Text classification models for the automatic detection of nonmedical prescription medication use from social media MA Al-Garadi, YC Yang, H Cai, Y Ruan, K O’Connor, GH Graciela, ... BMC medical informatics and decision making 21, 1-13, 2021 | 93 | 2021 |
| Biosynthesis of D-glucaric acid from sucrose with routed carbon distribution in metabolically engineered Escherichia coli YN Qu, HJ Yan, Q Guo, JL Li, YC Ruan, XZ Yue, WX Zheng, TW Tan, ... Metabolic engineering 47, 393-400, 2018 | 35 | 2018 |
| Mining for health: A comparison of word embedding methods for analysis of ehrs data E Getzen, Y Ruan, L Ungar, Q Long Statistics in Precision Health: Theory, Methods and Applications, 313-338, 2024 | 13 | 2024 |
| UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio J Chang, Y Ruan, C Shaoze, JST Yit, M Feng 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 8 | 2022 |
| A survey of large language models for healthcare: From data, technology, and applications to accountability and ethics. arXiv 2023 K He, R Mao, Q Lin, Y Ruan, X Lan, M Feng, E Cambria arXiv preprint arXiv:2310.05694, 0 | 7 | |
| A survey of large language models for healthcare: From data, technology, and applications to accountability and ethics. arXiv K He, R Mao, Q Lin, Y Ruan, X Lan, M Feng, E Cambria arXiv preprint arXiv:2310.05694, 2023 | 6 | 2023 |
| Language modeling on tabular data: A survey of foundations, techniques and evolution Y Ruan, X Lan, J Ma, Y Dong, K He, M Feng arXiv preprint arXiv:2408.10548, 2024 | 3 | 2024 |
| P-Transformer: A Prompt-based Multimodal Transformer Architecture For Medical Tabular Data Y Ruan, X Lan, DJ Tan, HR Abdullah, M Feng arXiv preprint arXiv:2303.17408, 2023 | 1 | 2023 |
| Evidence-based multimodal fusion on structured EHRs and free-text notes for ICU outcome prediction Y Ruan, DJ Tan, SK Ng, L Huang, M Feng arXiv preprint arXiv:2501.04389, 2025 | | 2025 |
| An Evidence-Based Framework For Heterogeneous Electronic Health Records: A Case Study In Mortality Prediction Y Ruan, L Huang, Q Xu, M Feng International Conference on Belief Functions, 78-86, 2024 | | 2024 |
| A Case Study In Mortality Prediction Y Ruan, LHQ Xu¹, M Feng Belief Functions: Theory and Applications: 8th International Conference …, 2024 | | 2024 |
| Text Classification Models for the Automatic Detection of Nonmedical Prescription Medication Use from Social Media AAG Mohammed, YC Yang, H Cai, Y Ruan, K O’Connor, GH Graciela, ... medRxiv, 2020.04. 13.20064089, 2020 | | 2020 |
