| A novel methodology for extracting and evaluating therapeutic movements in game-based motion capture rehabilitation systems Z Yang, MH Rafiei, A Hall, C Thomas, HA Midtlien, A Hasselbach, H Adeli, ... Journal of medical systems 42, 1-14, 2018 | 67 | 2018 |
| Knowledge injected prompt based fine-tuning for multi-label few-shot icd coding Z Yang, S Wang, BPS Rawat, A Mitra, H Yu Proceedings of the conference on empirical methods in natural language …, 2022 | 51 | 2022 |
| Word embedding perturbation for sentence classification D Zhang, Z Yang arXiv preprint arXiv:1804.08166, 2018 | 51 | 2018 |
| TransformEHR: transformer-based encoder-decoder generative model to enhance prediction of disease outcomes using electronic health records Z Yang, A Mitra, W Liu, D Berlowitz, H Yu Nature communications 14 (1), 7857, 2023 | 39 | 2023 |
| Jmlr: Joint medical llm and retrieval training for enhancing reasoning and professional question answering capability J Wang, Z Yang, Z Yao, H Yu arXiv preprint arXiv:2402.17887, 2024 | 33 | 2024 |
| Performance of multimodal GPT-4V on USMLE with Image: potential for imaging diagnostic support with explanations Z Yang, Z Yao, M Tasmin, P Vashisht, WS Jang, F Ouyang, B Wang, ... medRxiv, 2023.10. 26.23297629, 2023 | 28* | 2023 |
| Associations between natural language processing–enriched social determinants of health and suicide death among US veterans A Mitra, R Pradhan, RD Melamed, K Chen, DC Hoaglin, KL Tucker, ... JAMA network open 6 (3), e233079-e233079, 2023 | 27 | 2023 |
| BioInstruct: instruction tuning of large language models for biomedical natural language processing H Tran, Z Yang, Z Yao, H Yu Journal of the American Medical Informatics Association, ocae122, 2024 | 25 | 2024 |
| Generating classical Chinese poems from vernacular Chinese Z Yang, P Cai, Y Feng, F Li, W Feng, ESY Chiu, H Yu Proceedings of the conference on empirical methods in natural language …, 2019 | 23 | 2019 |
| Enhancement of coal waste slurry flocculation by CTAB combined with bioflocculant produced by Azotobacter chroococcum Z Yang, S Liu, W Zhang, Q Wen, Y Guo Separation and Purification Technology 211, 587-593, 2019 | 22 | 2019 |
| Extracting biomedical factual knowledge using pretrained language model and electronic health record context Z Yao, Y Cao, Z Yang, V Deshpande, H Yu AMIA Annual Symposium Proceedings 2022, 1188, 2023 | 21 | 2023 |
| Multi-Label few-shot ICD coding as autoregressive generation with prompt Z Yang, S Kwon, Z Yao, H Yu Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 5366-5374, 2023 | 16 | 2023 |
| NoteChat: a dataset of synthetic doctor-patient conversations conditioned on clinical notes J Wang, Z Yao, Z Yang, H Zhou, R Li, X Wang, Y Xu, H Yu arXiv preprint arXiv:2310.15959, 2023 | 14* | 2023 |
| Context variance evaluation of pretrained language models for prompt-based biomedical knowledge probing Z Yao, Y Cao, Z Yang, H Yu AMIA Summits on Translational Science Proceedings 2023, 592, 2023 | 14 | 2023 |
| Investigation on bio-desilication process of fly ash based on a self-screened strain of Bacillus amyloliquefaciens and its metabolites Y Guo, Q Teng, Z Yang, B Sun, S Liu Journal of Biotechnology 341, 146-154, 2021 | 14 | 2021 |
| Risk response for municipal solid waste crisis using ontology-based reasoning Q Yang, C Zuo, X Liu, Z Yang, H Zhou International Journal of Environmental Research and Public Health 17 (9), 3312, 2020 | 14 | 2020 |
| UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? J Wang, Z Yao, A Mitra, S Osebe, Z Yang, H Yu arXiv preprint arXiv:2306.16931, 2023 | 13 | 2023 |
| Current gain above 10 in sub-10 nm base III-Nitride tunneling hot electron transistors with GaN/AlN emitter Z Yang, Y Zhang, S Krishnamoorthy, DN Nath, JB Khurgin, S Rajan Applied Physics Letters 108 (19), 2016 | 11 | 2016 |
| SELF-EXPLAIN: Teaching Large Language Models to Reason Complex Questions by Themselves J Zhao, Z Yao, Z Yang, H Yu arXiv preprint arXiv:2311.06985, 2023 | 10 | 2023 |
| Interpretable math word problem solution generation via step-by-step planning M Zhang, Z Wang, Z Yang, W Feng, A Lan arXiv preprint arXiv:2306.00784, 2023 | 10 | 2023 |
hong yuProfessor, Director, CHORDS; Professor, Miner school of computer & information sciences, UMassVerificeret mail på uml.edu
