| The Rat Genome Database 2015: genomic, phenotypic and environmental variations and disease M Shimoyama, J De Pons, GT Hayman, SJF Laulederkind, W Liu, ... Nucleic acids research 43 (D1), D743-D750, 2015 | 249 | 2015 |
| Fine-tuning bidirectional encoder representations from transformers (BERT)–based models on large-scale electronic health record notes: an empirical study F Li, Y Jin, W Liu, BPS Rawat, P Cai, H Yu JMIR medical informatics 7 (3), e14830, 2019 | 181 | 2019 |
| Overview of the first natural language processing challenge for extracting medication, indication, and adverse drug events from electronic health record notes (MADE 1.0) A Jagannatha, F Liu, W Liu, H Yu Drug safety 42, 99-111, 2019 | 170 | 2019 |
| Novel technique for vision-based UAV navigation J Zhang, W Liu, Y Wu IEEE Transactions on Aerospace and Electronic Systems 47 (4), 2731-2741, 2011 | 94 | 2011 |
| Novel approach to position and orientation estimation in vision-based UAV navigation J Zhang, Y Wu, W Liu, X Chen IEEE Transactions on Aerospace and Electronic Systems 46 (2), 687-700, 2010 | 74 | 2010 |
| Extraction of information related to adverse drug events from electronic health record notes: design of an end-to-end model based on deep learning F Li, W Liu, H Yu JMIR medical informatics 6 (4), e12159, 2018 | 68 | 2018 |
| Image sequence segmentation using 3-D structure tensor and curve evolution J Zhang, J Gao, W Liu IEEE Transactions on Circuits and Systems for Video Technology 11 (5), 629-641, 2001 | 47 | 2001 |
| Detection of bleeding events in electronic health record notes using convolutional neural network models enhanced with recurrent neural network autoencoders: deep learning approach R Li, B Hu, F Liu, W Liu, F Cunningham, DD McManus, H Yu JMIR medical informatics 7 (1), e10788, 2019 | 40 | 2019 |
| Anticoagulant prescribing for non‐valvular atrial fibrillation in the veterans health administration AJ Rose, R Goldberg, DD McManus, A Kapoor, V Wang, W Liu, H Yu Journal of the American Heart Association 8 (17), e012646, 2019 | 38 | 2019 |
| Detecting hypoglycemia incidents reported in patients’ secure messages: using cost-sensitive learning and oversampling to reduce data imbalance J Chen, J Lalor, W Liu, E Druhl, E Granillo, VG Vimalananda, H Yu Journal of medical Internet research 21 (3), e11990, 2019 | 38 | 2019 |
| Automatic extraction of quantitative data from ClinicalTrials. gov to conduct meta-analyses R Pradhan, DC Hoaglin, M Cornell, W Liu, V Wang, H Yu Journal of clinical epidemiology 105, 92-100, 2019 | 36 | 2019 |
| The clinical measurement, measurement method and experimental condition ontologies: expansion, improvements and new applications JR Smith, CA Park, R Nigam, SJF Laulederkind, GT Hayman, SJ Wang, ... Journal of biomedical semantics 4, 1-12, 2013 | 34 | 2013 |
| Rat Genome Database: a unique resource for rat, human, and mouse quantitative trait locus data R Nigam, SJF Laulederkind, GT Hayman, JR Smith, SJ Wang, TF Lowry, ... Physiological genomics 45 (18), 809-816, 2013 | 28 | 2013 |
| 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 | 26 | 2023 |
| Learning to detect and understand drug discontinuation events from clinical narratives F Liu, R Pradhan, E Druhl, E Freund, W Liu, BC Sauer, F Cunningham, ... Journal of the American Medical Informatics Association 26 (10), 943-951, 2019 | 25 | 2019 |
| PhenoMiner: quantitative phenotype curation at the rat genome database SJF Laulederkind, W Liu, JR Smith, GT Hayman, SJ Wang, R Nigam, ... Database 2013, 2013 | 23 | 2013 |
| 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 | 22 | 2023 |
| OntoMate: a text-mining tool aiding curation at the Rat Genome Database W Liu, SJF Laulederkind, GT Hayman, SJ Wang, R Nigam, JR Smith, ... Database 2015, bau129, 2015 | 21 | 2015 |
| Translating electronic health record notes from English to Spanish: A preliminary study W Liu, S Cai Proceedings of BioNLP 15, 134-140, 2015 | 20 | 2015 |
| Risk factors associated with nonfatal opioid overdose leading to intensive care unit admission: a cross-sectional study A Mitra, H Ahsan, W Li, W Liu, RD Kerns, J Tsai, W Becker, DA Smelson, ... JMIR medical informatics 9 (11), e32851, 2021 | 17 | 2021 |
