| Multimodal machine learning in precision health: A scoping review A Kline, H Wang, Y Li, S Dennis, M Hutch, Z Xu, F Wang, F Cheng, Y Luo npj Digital Medicine 5 (1), 171, 2022 | 210 | 2022 |
| A comparative study of pretrained language models for long clinical text Y Li, RM Wehbe, FS Ahmad, H Wang, Y Luo Journal of the American Medical Informatics Association 30 (2), 340-347, 2023 | 182* | 2023 |
| A comparison of pre-trained vision-and-language models for multimodal representation learning across medical images and reports Y Li, H Wang, Y Luo 2020 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2020 | 92 | 2020 |
| Prediction of breast cancer distant recurrence using natural language processing and knowledge-guided convolutional neural network H Wang, Y Li, SA Khan, Y Luo Artificial intelligence in medicine 110, 101977, 2020 | 91 | 2020 |
| Using Tweets to Understand How COVID-19–Related Health Beliefs Are Affected in the Age of Social Media: Twitter Data Analysis Study H Wang, Y Li, M Hutch, A Naidech, Y Luo J Med Internet Res 23 (2), e26302, 2021 | 77 | 2021 |
| Early prediction of acute kidney injury in critical care setting using clinical notes Y Li, L Yao, C Mao, A Srivastava, X Jiang, Y Luo 2018 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2018 | 72 | 2018 |
| Improving fairness in the prediction of heart failure length of stay and mortality by integrating social determinants of health Y Li, H Wang, Y Luo Circulation: Heart Failure 15 (11), e009473, 2022 | 39 | 2022 |
| AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease C Mao, J Xu, L Rasmussen, Y Li, P Adekkanattu, J Pacheco, ... Journal of Biomedical Informatics 144, 104442, 2023 | 35* | 2023 |
| Comparison between machine learning methods for mortality prediction for sepsis patients with different social determinants H Wang, Y Li, A Naidech, Y Luo BMC medical informatics and decision making 22 (Suppl 2), 156, 2022 | 19 | 2022 |
| Machine learning in causal inference: Application in pharmacovigilance Y Zhao, Y Yu, H Wang, Y Li, Y Deng, G Jiang, Y Luo Drug Safety 45 (5), 459-476, 2022 | 17 | 2022 |
| Using Machine Learning to Integrate Socio-Behavioral Factors in Predicting Cardiovascular-Related Mortality Risk. H Wang, Y Li, H Ning, J Wilkins, D Lloyd-Jones, Y Luo Studies in health technology and informatics 264, 433-437, 2019 | 14 | 2019 |
| Deep Reinforcement Learning for Cost-Effective Medical Diagnosis Z Yu, Y Li, JC Kim, K Huang, Y Luo, M Wang International Conference on Learning Representations (ICLR) 2023, 2022 | 13 | 2022 |
| Early prediction of mortality in critical care setting in sepsis patients using structured features and unstructured clinical notes J Shin, Y Li, Y Luo 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021 | 12 | 2021 |
| Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network JA Pacheco, LV Rasmussen, K Wiley Jr, TN Person, DJ Cronkite, S Sohn, ... Scientific reports 13 (1), 1971, 2023 | 9 | 2023 |
| FHIR-GPT enhances health interoperability with large language models Y Li, H Wang, HZ Yerebakan, Y Shinagawa, Y Luo Nejm Ai 1 (8), AIcs2300301, 2024 | 8* | 2024 |
| Patterns of diverse and changing sentiments towards COVID-19 vaccines: a sentiment analysis study integrating 11 million tweets and surveillance data across over 180 countries H Wang, Y Li, MR Hutch, AS Kline, S Otero, LB Mithal, ES Miller, ... Journal of the American Medical Informatics Association 30 (5), 923-931, 2023 | 6 | 2023 |
| Deep reinforcement learning for efficient and fair allocation of health care resources Y Li, C Mao, K Huang, H Wang, Z Yu, M Wang, Y Luo arXiv preprint arXiv:2309.08560, 2023 | 2 | 2023 |
| Northwestern ICU (NWICU) database D Moukheiber, W Temps, B Molgi, Y Li, A Lu, P Nannapaneni, A Chahin, ... | | |
Yuan LuoProfessor and Chief AI Officer, Northwestern University Feinberg School of MedicineVerified email at northwestern.edu