Deep learning in clinical natural language processing: a methodical review S Wu, K Roberts, S Datta, J Du, Z Ji, Y Si, S Soni, Q Wang, Q Wei, Y Xiang, ... Journal of the American Medical Informatics Association 27 (3), 457-470, 2020 | 272 | 2020 |
Evaluation of Dataset Selection for Pre-Training and Fine-Tuning Transformer Language Models for Clinical Question Answering S Soni, K Roberts Proceedings of The 12th Language Resources and Evaluation Conference, 5532-5538, 2020 | 37 | 2020 |
An evaluation of two commercial deep learning-based information retrieval systems for COVID-19 literature S Soni, K Roberts Journal of the American Medical Informatics Association 28 (1), 132-137, 2020 | 27 | 2020 |
A Paraphrase Generation System for EHR Question Answering S Soni, K Roberts Proceedings of the 18th BioNLP Workshop and Shared Task, 20-29, 2019 | 16 | 2019 |
Patient Cohort Retrieval using Transformer Language Models S Soni, K Roberts AMIA Annual Symposium Proceedings 2020, 1150, 2020 | 8 | 2020 |
Developing a Search Engine for Precision Medicine SJ Shenoi, V Ly, S Soni, K Roberts AMIA Summits on Translational Science Proceedings 2020, 579, 2020 | 7 | 2020 |
Using FHIR to Construct a Corpus of Clinical Questions Annotated with Logical Forms and Answers S Soni, M Gudala, DZ Wang, K Roberts AMIA Annual Symposium Proceedings 2019, 1207-1215, 2019 | 7 | 2019 |
RadQA: A Question Answering Dataset to Improve Comprehension of Radiology Reports S Soni, M Gudala, A Pajouhi, K Roberts Proceedings of the Thirteenth Language Resources and Evaluation Conference …, 2022 | 3 | 2022 |
Paraphrasing to improve the performance of Electronic Health Records Question Answering S Soni, K Roberts AMIA Summits on Translational Science Proceedings 2020, 626, 2020 | 3 | 2020 |
Toward a neural semantic parsing system for EHR question answering S Soni, K Roberts AMIA Annual Symposium Proceedings 2022, 1002, 2022 | 1 | 2022 |
quEHRy: a question answering system to query electronic health records S Soni, S Datta, K Roberts Journal of the American Medical Informatics Association 30 (6), 1091-1102, 2023 | | 2023 |