| 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 | 457* | 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 | 50 | 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 | 31 | 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 | 23 | 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 | 15 | 2022 |
| Patient Cohort Retrieval using Transformer Language Models S Soni, K Roberts AMIA Annual Symposium Proceedings 2020, 1150, 2020 | 9 | 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 | 9 | 2019 |
| Developing a Search Engine for Precision Medicine SJ Shenoi, V Ly, S Soni, K Roberts AMIA Summits on Translational Science Proceedings 2020, 579, 2020 | 8 | 2020 |
| 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 | 6 | 2023 |
| Paraphrasing to improve the performance of Electronic Health Records Question Answering S Soni, K Roberts AMIA Summits on Translational Science Proceedings 2020, 626, 2020 | 6 | 2020 |
| Toward a neural semantic parsing system for EHR question answering S Soni, K Roberts AMIA Annual Symposium Proceedings 2022, 1002, 2022 | 3 | 2022 |
| Toward Relieving Clinician Burden by Automatically Generating Progress Notes using Interim Hospital Data S Soni, D Demner-Fushman arXiv preprint arXiv:2410.12845, 2024 | | 2024 |
| A Privacy-preserving Approach to Ingest Knowledge from Proprietary Web-based to Locally Run Models for Medical Progress Note Generation S Soni, D Demner-Fushman Proceedings of the Fifth Workshop on Privacy in Natural Language Processing …, 2024 | | 2024 |
Kirk RobertsMcWilliams School of Biomedical Informatics, University of Texas Health Science CenterE-mailová adresa ověřena na: uth.tmc.edu
