Surabhi Datta

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Textual Entailment

Information Extraction

Question Answering

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Surabhi Datta, Kyeryoung Lee, Hunki Paek, Frank J. Manion, Nneka Ofoegbu, Jingcheng Du, Ying Li, Liang-Chin Huang, Jingqi Wang, Bin Lin, Hua Xu, Xiaoyan Wang
AutoCriteria: a generalizable clinical trial eligibility criteria extraction system powered by large language models. J. Am. Medical Informatics Assoc. 31 (2) (2024)
Surabhi Datta, Tasneem Kaochar, Hio Cheng Lam, Nelly Nwosu, Luca Giancardo, Alice Z. Chuang, Robert M. Feldman, Kirk Roberts
Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes. CoRR (2023)
Sarvesh Soni, Surabhi Datta, Kirk Roberts
quEHRy: a question answering system to query electronic health records. J. Am. Medical Informatics Assoc. 30 (6) (2023)
Samiksha Pachade, Surabhi Datta, Y. Dong, Sergio Salazar Marioni, Rania Abdelkhaleq, A Niktabe, Kirk Roberts, S. A. Sheth, Luca Giancardo
Self-Supervised Learning with Radiology Reports, A Comparative Analysis of Strategies for Large Vessel Occlusion and Brain CTA Images. ISBI (2023)
Surabhi Datta, Hio Cheng Lam, Atieh Pajouhi, Sunitha Mogalla, Kirk Roberts
A Cross-document Coreference Dataset for Longitudinal Tracking across Radiology Reports. LREC (2022)
Surabhi Datta, Kirk Roberts
Fine-grained spatial information extraction in radiology as two-turn question answering. Int. J. Medical Informatics 158 (February) (2022)
Surabhi Datta, Tasneem Kaochar, Hio Cheng Lam, Nelly Nwosu, Alice Z. Chuang, Robert M. Feldman, Kirk Roberts
Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes. AMIA (2022)
Surabhi Datta, Jordan Godfrey-Stovall, Kirk Roberts
RadLex Normalization in Radiology Reports. CoRR (2020)
Surabhi Datta, Shekhar Khanpara, Roy F. Riascos, Kirk Roberts
Leveraging Spatial Information in Radiology Reports for Ischemic Stroke Phenotyping. CoRR (2020)
Surabhi Datta, Yuqi Si, Laritza Rodriguez, Sonya E. Shooshan, Dina Demner-Fushman, Kirk Roberts
Understanding spatial language in radiology: Representation framework, annotation, and spatial relation extraction from chest X-ray reports using deep learning. J. Biomed. Informatics 108 (2020)
Stephen Wu, Kirk Roberts, Surabhi Datta, Jingcheng Du, Zongcheng Ji, Yuqi Si, Sarvesh Soni, Qiong Wang, Qiang Wei, Yang Xiang, Bo Zhao, Hua Xu
Deep learning in clinical natural language processing: a methodical review. J. Am. Medical Informatics Assoc. 27 (3) (2020)
Surabhi Datta, Morgan Ulinski, Jordan Godfrey-Stovall, Shekhar Khanpara, Roy Riascos-Castaneda, Kirk Roberts
Rad-SpatialNet: A Frame-based Resource for Fine-Grained Spatial Relations in Radiology Reports. LREC (2020)
Surabhi Datta, Jordan Godfrey-Stovall, Kirk Roberts
RadLex Normalization in Radiology Reports. AMIA (2020)
Surabhi Datta, Yuqi Si, Laritza Rodriguez, Sonya E. Shooshan, Dina Demner-Fushman, Kirk Roberts
Understanding Spatial Language in Radiology: Representation Framework, Annotation, and Spatial Relation Extraction from Chest X-ray Reports using Deep Learning. CoRR (2019)
Surabhi Datta, Elmer V. Bernstam, Kirk Roberts
A frame semantic overview of NLP-based information extraction for cancer-related EHR notes. CoRR (2019)
Surabhi Datta, Elmer V. Bernstam, Kirk Roberts
A frame semantic overview of NLP-based information extraction for cancer-related EHR notes. J. Biomed. Informatics 100 (2019)
Surabhi Datta, Elmer V. Bernstam, Kirk Roberts
A frame semantic overview of NLP-based information extraction for cancer-related EHR notes: a scoping review. AMIA (2019)