| Clinical relation extraction using transformer-based models X Yang, Z Yu, Y Guo, J Bian, Y Wu arXiv preprint arXiv:2107.08957, 2021 | 25 | 2021 |
| A study of social and behavioral determinants of health in lung cancer patients using transformers-based natural language processing models Z Yu, X Yang, C Dang, S Wu, P Adekkanattu, J Pathak, TJ George, ... AMIA Annual Symposium Proceedings 2021, 1225, 2021 | 23 | 2021 |
| Assessing the documentation of social determinants of health for lung cancer patients in clinical narratives Z Yu, X Yang, Y Guo, J Bian, Y Wu Frontiers in public health 10, 778463, 2022 | 19 | 2022 |
| Clinical concept and relation extraction using prompt-based machine reading comprehension C Peng, X Yang, Z Yu, J Bian, WR Hogan, Y Wu Journal of the American Medical Informatics Association 30 (9), 1486-1493, 2023 | 16 | 2023 |
| Contextualized medication information extraction using transformer-based deep learning architectures A Chen, Z Yu, X Yang, Y Guo, J Bian, Y Wu Journal of biomedical informatics 142, 104370, 2023 | 14 | 2023 |
| Mutagenesis of putative ciliary genes with the CRISPR/Cas9 system in zebrafish identifies genes required for retinal development R Hu, W Huang, J Liu, M Jin, Y Wu, J Li, J Wang, Z Yu, H Wang, Y Cao The FASEB Journal 33 (4), 5248-5256, 2019 | 9 | 2019 |
| Model tuning or prompt Tuning? a study of large language models for clinical concept and relation extraction C Peng, XI Yang, KE Smith, Z Yu, A Chen, J Bian, Y Wu Journal of biomedical informatics 153, 104630, 2024 | 7 | 2024 |
| Identify diabetic retinopathy-related clinical concepts and their attributes using transformer-based natural language processing methods Z Yu, X Yang, GL Sweeting, Y Ma, SE Stolte, R Fang, Y Wu BMC medical informatics and decision making 22 (Suppl 3), 255, 2022 | 6 | 2022 |
| Extracting thyroid nodules characteristics from ultrasound reports using transformer-based natural language processing methods A Pathak, Z Yu, D Paredes, EP Monsour, AO Rocha, JP Brito, NS Ospina, ... AMIA Annual Symposium Proceedings 2023, 1193, 2023 | 4 | 2023 |
| Abstract P108: natural language processing extracted social and behavioral determinants of health and newer glucose-lowering drug initiation among real-world patients with type … J Guo, Y Wu, Y Guo, A Chen, Z Yu, X Yang, JW Magnani, I Hernandez, ... Circulation 145 (Suppl_1), AP108-AP108, 2022 | 3 | 2022 |
| Soda: A natural language processing package to extract social determinants of health for cancer studies Z Yu, X Yang, C Dang, P Adekkanattu, BG Patra, Y Peng, J Pathak, ... arXiv preprint arXiv:2212.03000, 2022 | 2 | 2022 |
| Identify Cancer Patients at Risk for Heart Failure using Electronic Health Record and Genetic Data Z Yu, X Yang, Y Chen, R Fang, WR Hogan, Y Gong, Y Wu 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI …, 2022 | 2 | 2022 |
| Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing A Chen, D Paredes, Z Yu, X Lou, R Brunson, JN Thomas, KA Martinez, ... arXiv preprint arXiv:2304.00111, 2023 | 1 | 2023 |
| Identify Diabetic Retinopathy-related Clinical Concepts Using Transformer-based Natural Language Processing Methods Z Yu, X Yang, GL Sweeting, Y Ma, SE Stolte, R Fang, Y Wu 2021 IEEE 9th International Conference on Healthcare Informatics (ICHI), 499-500, 2021 | 1 | 2021 |
| Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias Z Yu, C Peng, X Yang, C Dang, P Adekkanattu, BG Patra, Y Peng, ... Journal of biomedical informatics 153, 104642, 2024 | | 2024 |
| Generative large language models are all-purpose text analytics engines: text-to-text learning is all your need C Peng, X Yang, A Chen, Z Yu, KE Smith, AB Costa, MG Flores, J Bian, ... Journal of the American Medical Informatics Association, ocae078, 2024 | | 2024 |
| Improving Generalizability of Extracting Social Determinants of Health Using Large Language Models through Prompt-tuning C Peng, Z Yu, KE Smith, WH Lo-Ciganic, J Bian, Y Wu arXiv preprint arXiv:2403.12374, 2024 | | 2024 |
| Natural Language Processing Extracted Social And Behavioral Determinants Of Health And Newer Glucose-lowering Drug Initiation Among Real-world Patients With Type 2 Diabetes J Guo, Y Wu, Y Guo, A Chen, Z Yu, X Yang, JW Magnani, I Hernandez, ... CIRCULATION 145, 2022 | | 2022 |
