| Causal inference and counterfactual prediction in machine learning for actionable healthcare M Prosperi, Y Guo, M Sperrin, JS Koopman, JS Min, X He, S Rich, ... Nature Machine Intelligence 2 (7), 369-375, 2020 | 368 | 2020 |
| Measurement of semantic textual similarity in clinical texts: comparison of transformer-based models X Yang, X He, H Zhang, Y Ma, J Bian, Y Wu JMIR medical informatics 8 (11), e19735, 2020 | 56 | 2020 |
| Early prediction of Alzheimer's disease and related dementias using real‐world electronic health records Q Li, X Yang, J Xu, Y Guo, X He, H Hu, T Lyu, D Marra, A Miller, G Smith, ... Alzheimer's & Dementia 19 (8), 3506-3518, 2023 | 46 | 2023 |
| ALOHA: developing an interactive graph-based visualization for dietary supplement knowledge graph through user-centered design X He, R Zhang, R Rizvi, J Vasilakes, X Yang, Y Guo, Z He, M Prosperi, ... BMC medical informatics and decision making 19, 1-18, 2019 | 39 | 2019 |
| Assessing mental health signals among sexual and gender minorities using Twitter data Y Zhao, Y Guo, X He, Y Wu, X Yang, M Prosperi, Y Jin, J Bian Health informatics journal 26 (2), 765-786, 2020 | 38 | 2020 |
| User-centered design of a web-based crowdsourcing-integrated semantic text annotation tool for building a mental health knowledge base X He, H Zhang, J Bian Journal of biomedical informatics 110, 103571, 2020 | 35 | 2020 |
| Unraveling COVID-19: a large-scale characterization of 4.5 million COVID-19 cases using CHARYBDIS K Kostka, T Duarte-Salles, A Prats-Uribe, AG Sena, A Pistillo, S Khalid, ... Clinical Epidemiology, 369-384, 2022 | 31 | 2022 |
| Extracting family history of patients from clinical narratives: exploring an end-to-end solution with deep learning models X Yang, H Zhang, X He, J Bian, Y Wu JMIR Medical Informatics 8 (12), e22982, 2020 | 27 | 2020 |
| Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups Y Guo, X He, T Lyu, H Zhang, Y Wu, X Yang, Z Chen, MJ Markham, ... AMIA Annual Symposium Proceedings 2020, 514–523, 2020 | 26 | 2020 |
| Methodological challenges in spatial and contextual exposome-health studies H Hu, X Liu, Y Zheng, X He, J Hart, P James, F Laden, Y Chen, J Bian Critical reviews in environmental science and technology 53 (7), 827-846, 2023 | 21 | 2023 |
| Computable eligibility criteria through ontology-driven data access: a case study of hepatitis C virus trials H Zhang, Z He, X He, Y Guo, DR Nelson, F Modave, Y Wu, W Hogan, ... AMIA Annual Symposium Proceedings 2018, 1601, 2018 | 20 | 2018 |
| Biases in using social media data for public health surveillance: A scoping review Y Zhao, X He, Z Feng, S Bost, M Prosperi, Y Wu, Y Guo, J Bian International Journal of Medical Informatics 164, 104804, 2022 | 16 | 2022 |
| Assess the documentation of cognitive tests and biomarkers in electronic health records via natural language processing for Alzheimer’s disease and related dementias Z Chen, H Zhang, X Yang, S Wu, X He, J Xu, J Guo, M Prosperi, F Wang, ... International journal of medical informatics 170, 104973, 2023 | 10 | 2023 |
| Data and model biases in social media analyses: a case study of COVID-19 Tweets Y Zhao, P Yin, Y Li, X He, J Du, C Tao, Y Guo, M Prosperi, P Veltri, X Yang, ... AMIA Annual Symposium Proceedings 2021, 1264, 2022 | 10 | 2022 |
| Prototyping an interactive visualization of dietary supplement knowledge graph X He, R Zhang, R Rizvi, J Vasilakes, X Yang, Y Guo, Z He, M Prosperi, ... 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2018 | 9 | 2018 |
| Causal inference and counterfactual prediction in machine learning for actionable healthcare. Nat Mach Intell 2: 369–375 M Prosperi, Y Guo, M Sperrin, JS Koopman, JS Min, X He, S Rich, ... | 7 | 2020 |
| Aero: An Evidence-based Semantic Web Knowledge Base of Cancer Behavioral Risk Factors. H Zhang, X He, T Harrison, J Bian SEPDA@ ISWC, 7-11, 2019 | 5 | 2019 |
| Extracting pulmonary nodules and nodule characteristics from radiology reports of lung cancer screening patients using transformer models S Yang, X Yang, T Lyu, JL Huang, A Chen, X He, D Braithwaite, HJ Mehta, ... Journal of Healthcare Informatics Research 8 (3), 463-477, 2024 | 4 | 2024 |
| Classification of Benign and malignant renal tumors based on CT scans and Clinical Data using machine learning methods J Xu, X He, W Shao, J Bian, R Terry Informatics 10 (3), 55, 2023 | 4 | 2023 |
| A scoping review of semantic integration of health data and information H Zhang, T Lyu, P Yin, S Bost, X He, Y Guo, M Prosperi, WR Hogan, ... International Journal of Medical Informatics 165, 104834, 2022 | 4 | 2022 |
Jiang BianRegenstrief Institue; Indiana University; IU HealthDirección de correo verificada de regenstrief.org