Surabhi Datta
Surabhi Datta
Preverjeni e-poštni naslov na uth.tmc.edu
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
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
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
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
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
A dataset of chest X-ray reports annotated with Spatial Role Labeling annotations
S Datta, K Roberts
Data in Brief 32, 106056, 2020
Fine-Grained Spatial Information Extraction in Radiology as Two-turn Question Answering
S Datta, K Roberts
International Journal of Medical Informatics, 104628, 2021
RadLex Normalization in Radiology Reports
S Datta, J Godfrey-Stovall, K Roberts
AMIA Annual Symposium Proceedings 2020, 338, 2020
Weakly supervised spatial relation extraction from radiology reports
S Datta, K Roberts
JAMIA Open 6 (2), ooad027, 2023
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
quEHRy: a question answering system to query electronic health records
S Soni, S Datta, K Roberts
Journal of the American Medical Informatics Association, ocad050, 2023
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
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
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
Spatial Relation Extraction from Radiology Reports using Syntax-Aware Word Representations
S Datta, K Roberts
AMIA Summits on Translational Science Proceedings 2020, 116, 2020
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