| A knowledge base of clinical trial eligibility criteria H Liu, Y Chi, A Butler, Y Sun, C Weng Journal of biomedical informatics 117, 103771, 2021 | 33 | 2021 |
| Chia, a large annotated corpus of clinical trial eligibility criteria F Kury, A Butler, C Yuan, L Fu, Y Sun, H Liu, I Sim, S Carini, C Weng Scientific data 7 (1), 281, 2020 | 30 | 2020 |
| Concept placement using BERT trained by transforming and summarizing biomedical ontology structure H Liu, Y Perl, J Geller Journal of Biomedical Informatics 112, 103607, 2020 | 28 | 2020 |
| Transfer learning from BERT to support insertion of new concepts into SNOMED CT H Liu, Y Perl, J Geller AMIA Annual Symposium Proceedings 2019, 1129, 2019 | 26 | 2019 |
| Towards clinical data-driven eligibility criteria optimization for interventional COVID-19 clinical trials JH Kim, CN Ta, C Liu, C Sung, AM Butler, LA Stewart, L Ena, JR Rogers, ... Journal of the American Medical Informatics Association 28 (1), 14-22, 2021 | 20 | 2021 |
| Can a convolutional neural network support auditing of nci thesaurus neoplasm concepts? H Liu, L Zheng, Y Perl, J Geller, G Elhanan ICBO, 2018 | 18 | 2018 |
| Combining human and machine intelligence for clinical trial eligibility querying Y Fang, B Idnay, Y Sun, H Liu, Z Chen, K Marder, H Xu, R Schnall, ... Journal of the American Medical Informatics Association 29 (7), 1161-1171, 2022 | 16 | 2022 |
| Using convolutional neural networks to support insertion of new concepts into SNOMED CT H Liu, J Geller, M Halper, Y Perl AMIA Annual Symposium Proceedings 2018, 750, 2018 | 13 | 2018 |
| Building an OMOP common data model-compliant annotated corpus for COVID-19 clinical trials Y Sun, A Butler, LA Stewart, H Liu, C Yuan, CT Southard, JH Kim, C Weng Journal of biomedical informatics 118, 103790, 2021 | 11 | 2021 |
| From SNOMED CT to Uberon: transferability of evaluation methodology between similarly structured ontologies G Elhanan, C Ochs, JLV Mejino Jr, H Liu, CJ Mungall, Y Perl Artificial intelligence in medicine 79, 9-14, 2017 | 11 | 2017 |
| Ontology-based categorization of clinical studies by their conditions H Liu, S Carini, Z Chen, SP Hey, I Sim, C Weng Journal of Biomedical Informatics 135, 104235, 2022 | 9 | 2022 |
| A comparison between human and NLP-based annotation of clinical trial eligibility criteria text using the OMOP Common Data Model X Li, H Liu, F Kury, C Yuan, A Butler, Y Sun, A Ostropolets, H Xu, C Weng AMIA Summits on Translational Science Proceedings 2021, 394, 2021 | 9 | 2021 |
| Training a convolutional neural network with terminology summarization data improves SNOMED CT enrichment L Zheng, H Liu, Y Perl, J Geller AMIA Annual Symposium Proceedings 2019, 972, 2019 | 9 | 2019 |
| Participatory design of a clinical trial eligibility criteria simplification method Y Fang, JH Kim, BR Idnay, R Aragon Garcia, CE Castillo, Y Sun, H Liu, ... Public Health and Informatics, 984-988, 2021 | 8 | 2021 |
| The COVID-19 trial finder Y Sun, A Butler, F Lin, H Liu, LA Stewart, JH Kim, BRS Idnay, Q Ge, X Wei, ... Journal of the American Medical Informatics Association 28 (3), 616-621, 2021 | 7 | 2021 |
| Misalignment between COVID-19 hotspots and clinical trial sites L Franks, H Liu, MSV Elkind, MP Reilly, C Weng, SM Lee Journal of the American Medical Informatics Association 28 (11), 2461-2466, 2021 | 5 | 2021 |
| Visual comprehension and orientation into the COVID-19 CIDO ontology L Zheng, Y Perl, Y He, C Ochs, J Geller, H Liu, VK Keloth Journal of Biomedical Informatics 120, 103861, 2021 | 5 | 2021 |
| Enrichment of SNOMED CT ophthalmology component to support EHR coding H Liu, PL Hildebrand, Y Perl, J Geller 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2018 | 5 | 2018 |
| Multi-layer Big Knowledge visualization scheme for comprehending neoplasm ontology content L Zheng, C Ochs, J Geller, H Liu, Y Perl, S De Coronado 2017 IEEE International Conference on Big Knowledge (ICBK), 127-134, 2017 | 5 | 2017 |
| The suitability of UMLS and SNOMED-CT for encoding outcome concepts A Newbury, H Liu, B Idnay, C Weng Journal of the American Medical Informatics Association 30 (12), 1895-1903, 2023 | 4 | 2023 |
