Surabhi Datta
Surabhi Datta
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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
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
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
A dataset of chest X-ray reports annotated with Spatial Role Labeling annotations
S Datta, K Roberts
Data in Brief 32, 106056, 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
RadLex Normalization in Radiology Reports
S Datta, J Godfrey-Stovall, K Roberts
AMIA Annual Symposium Proceedings 2020, 338, 2020
Leveraging Spatial Information in Radiology Reports for Ischemic Stroke Phenotyping
S Datta, S Khanpara, RF Riascos, K Roberts
AMIA Annual Symposium 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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