Surabhi Datta

Orcid: 0000-0002-5634-2005

According to our database1, Surabhi Datta authored at least 14 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
AutoCriteria: a generalizable clinical trial eligibility criteria extraction system powered by large language models.
J. Am. Medical Informatics Assoc., January, 2024

2023
quEHRy: a question answering system to query electronic health records.
J. Am. Medical Informatics Assoc., 2023

Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes.
CoRR, 2023

Self-Supervised Learning with Radiology Reports, A Comparative Analysis of Strategies for Large Vessel Occlusion and Brain CTA Images.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
Fine-grained spatial information extraction in radiology as two-turn question answering.
Int. J. Medical Informatics, 2022

A Cross-document Coreference Dataset for Longitudinal Tracking across Radiology Reports.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes.
Proceedings of the AMIA 2022, 2022

2020
Understanding spatial language in radiology: Representation framework, annotation, and spatial relation extraction from chest X-ray reports using deep learning.
J. Biomed. Informatics, 2020

Deep learning in clinical natural language processing: a methodical review.
J. Am. Medical Informatics Assoc., 2020

Leveraging Spatial Information in Radiology Reports for Ischemic Stroke Phenotyping.
CoRR, 2020

Rad-SpatialNet: A Frame-based Resource for Fine-Grained Spatial Relations in Radiology Reports.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

RadLex Normalization in Radiology Reports.
Proceedings of the AMIA 2020, 2020

2019
A frame semantic overview of NLP-based information extraction for cancer-related EHR notes.
J. Biomed. Informatics, 2019

A frame semantic overview of NLP-based information extraction for cancer-related EHR notes: a scoping review.
Proceedings of the AMIA 2019, 2019


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