| 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 | 382 | 2020 |
| A frame semantic overview of NLP-based information extraction for cancer-related EHR notes S Datta, EV Bernstam, K Roberts Journal of biomedical informatics 100, 103301, 2019 | 82 | 2019 |
| Understanding spatial language in radiology: Representation framework, annotation, and spatial relation extraction from chest X-ray reports using deep learning S Datta, Y Si, L Rodriguez, SE Shooshan, D Demner-Fushman, K Roberts Journal of biomedical informatics 108, 103473, 2020 | 42 | 2020 |
| Rad-SpatialNet: A Frame-based Resource for Fine-Grained Spatial Relations in Radiology Reports S Datta, M Ulinski, J Godfrey-Stovall, S Khanpara, RF Riascos-Castaneda, ... Proceedings of The 12th Language Resources and Evaluation Conference, 2251-2260, 2020 | 26 | 2020 |
| AutoCriteria: a generalizable clinical trial eligibility criteria extraction system powered by large language models S Datta, K Lee, H Paek, FJ Manion, N Ofoegbu, J Du, Y Li, LC Huang, ... Journal of the American Medical Informatics Association, ocad218, 2023 | 19 | 2023 |
| A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports S Datta, K Roberts Proceedings of the Third International Workshop on Spatial Language …, 2020 | 17 | 2020 |
| Fine-Grained Spatial Information Extraction in Radiology as Two-turn Question Answering S Datta, K Roberts International Journal of Medical Informatics, 104628, 2021 | 12 | 2021 |
| A dataset of chest X-ray reports annotated with Spatial Role Labeling annotations S Datta, K Roberts Data in Brief 32, 106056, 2020 | 11 | 2020 |
| RadLex Normalization in Radiology Reports S Datta, J Godfrey-Stovall, K Roberts AMIA Annual Symposium Proceedings 2020, 338, 2020 | 8 | 2020 |
| Weakly supervised spatial relation extraction from radiology reports S Datta, K Roberts JAMIA Open 6 (2), ooad027, 2023 | 7 | 2023 |
| 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 | 4 | 2023 |
| Enhancing Early Detection of Cognitive Decline in the Elderly: A Comparative Study Utilizing Large Language Models in Clinical Notes X Du, J Novoa-Laurentiev, JM Plasaek, YW Chuang, L Wang, G Marshall, ... medRxiv, 2024 | 3 | 2024 |
| Self-Supervised Learning with Radiology Reports, A Comparative Analysis of Strategies for Large Vessel Occlusion and Brain CTA Images S Pachade, S Datta, Y Dong, S Salazar-Marioni, R Abdelkhaleq, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | 3 | 2023 |
| Spatial Relation Extraction from Radiology Reports using Syntax-Aware Word Representations S Datta, K Roberts AMIA Summits on Translational Science Proceedings 2020, 116, 2020 | 2 | 2020 |
| Leveraging Spatial Information in Radiology Reports for Ischemic Stroke Phenotyping S Datta, S Khanpara, RF Riascos, K Roberts AMIA Summits on Translational Science Proceedings 2021, 170, 2021 | 1 | 2021 |
| Unveiling consistency: A large-scale analysis of conference proceedings and subsequent publications in oncology clinical trials using large language models. K Lee, H Paek, LC Huang, S Datta, A Annan, N Ofoegbu, MK Higashi, ... Journal of Clinical Oncology 42 (16_suppl), 7568-7568, 2024 | | 2024 |
| MSR103 Optimizing Systematic Literature Reviews in Endometrial Cancer: Leveraging AI for Real-Time Article Screening and Data Extraction in Clinical Trials S Datta, K Lee, H Paek, MR Mojarad, V Prabhu, J Zhang, E Foley, ... Value in Health 27 (6), S279, 2024 | | 2024 |
| Granularly, Precisely, and Timely: Leveraging Large Language Models for Safety and Efficacy Extraction in Oncology Clinical Trial Abstracts (SEETrials) H Paek, K Lee, S Datta, LC Huang, J Higashi, N Ofoegbu, J Wang, ... medRxiv, 2024.01. 18.24301502, 2024 | | 2024 |
| Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes S Datta, T Kaochar, HC Lam, N Nwosu, L Giancardo, AZ Chuang, ... arXiv preprint arXiv:2305.11948, 2023 | | 2023 |
| A Cross-document Coreference Dataset for Longitudinal Tracking across Radiology Reports S Datta, HC Lam, A Pajouhi, S Mogalla, K Roberts Proceedings of the Thirteenth Language Resources and Evaluation Conference …, 2022 | | 2022 |
Kirk RobertsMcWilliams School of Biomedical Informatics, University of Texas Health Science CenterPreverjeni e-poštni naslov na uth.tmc.edu
