| Real-time forecasting of the COVID-19 outbreak in Chinese provinces: machine learning approach using novel digital data and estimates from mechanistic models D Liu, L Clemente, C Poirier, X Ding, M Chinazzi, J Davis, A Vespignani, ... Journal of medical Internet research 22 (8), e20285, 2020 | 210* | 2020 |
| Current situation and progress toward the 2030 health-related Sustainable Development Goals in China: a systematic analysis S Chen, L Guo, Z Wang, W Mao, Y Ge, X Ying, J Fang, Q Long, Q Liu, ... PLoS medicine 16 (11), e1002975, 2019 | 65 | 2019 |
| Impact of social determinants of health on improving the LACE index for 30-day unplanned readmission prediction A Belouali, H Bai, K Raja, S Liu, X Ding, H Kharrazi JAMIA open 5 (2), ooac046, 2022 | 6 | 2022 |
| Classifying long clinical documents with pre-trained transformers X Su, T Miller, X Ding, M Afshar, D Dligach arXiv preprint arXiv:2105.06752, 2021 | 5 | 2021 |
| Assessing the racial and socioeconomic disparities in postpartum depression using population-level hospital discharge data: longitudinal retrospective study S Liu, X Ding, A Belouali, H Bai, K Raja, H Kharrazi JMIR Pediatrics and Parenting 5 (4), e38879, 2022 | 4 | 2022 |
| Incorporating risk factor embeddings in pre-trained transformers improves sentiment prediction in psychiatric discharge summaries X Ding, MH Hall, TA Miller Proceedings of the Conference on Empirical Methods in Natural Language …, 2020 | 3 | 2020 |
| Methods for Extracting Information from Messages from Primary Care Providers to Specialists X Ding, M Barnett, A Mehrotra, T Miller Proceedings of the First Workshop on Natural Language Processing for Medical …, 2020 | 2* | 2020 |
| Classifying unstructured electronic consult messages to understand primary care physician specialty information needs X Ding, M Barnett, A Mehrotra, DS Tuot, DS Bitterman, TA Miller Journal of the American Medical Informatics Association 29 (9), 1607-1617, 2022 | | 2022 |
| Understanding eConsult Triage Behavior with Natural Language Processing. X Ding, ML Barnett, A Mehrotra, TA Miller AMIA, 2020 | | 2020 |
| Can Jiangsu province achieve the health-related Sustainable Development Goals and Healthy Jiangsu 2030 goals? A systematic analysis on the current situation and projected … S Chen, W Mao, W Jiang, Z Wang, L Guo, X Ding, G Dou, S Chen, ... The Lancet 392, S61, 2018 | | 2018 |
Tim MillerAssociate Professor, Boston Childrens Hospital and Harvard Medical SchoolVerified email at childrens.harvard.edu
