A frame semantic overview of NLP-based information extraction for cancer-related EHR notes: a scoping review. - Surabhi Datta; Elmer V. Bernstam; Kirk Roberts (AMIA, 2019)

A frame semantic overview of NLP-based information extraction for cancer-related EHR notes. - Surabhi Datta; Elmer V. Bernstam; Kirk Roberts (J. Biomed. Informatics, 2019)

RadLex Normalization in Radiology Reports. - Surabhi Datta; Jordan Godfrey-Stovall; Kirk Roberts (AMIA, 2020)

Rad-SpatialNet: A Frame-based Resource for Fine-Grained Spatial Relations in Radiology Reports. - Surabhi Datta; Morgan Ulinski; Jordan Godfrey-Stovall; Shekhar Khanpara; Roy Riascos-Castaneda; Kirk Roberts (LREC, 2020)

Leveraging Spatial Information in Radiology Reports for Ischemic Stroke Phenotyping. - Surabhi Datta; Shekhar Khanpara; Roy F. Riascos; Kirk Roberts (CoRR, 2020)

Deep learning in clinical natural language processing: a methodical review. - Stephen Wu 004; Kirk Roberts; Surabhi Datta; Jingcheng Du; Zongcheng Ji; Yuqi Si; Sarvesh Soni; Qiong Wang; Qiang Wei 002; Yang Xiang 003; Bo Zhao 001; Hua Xu 001 (J. Am. Medical Informatics Assoc., 2020)

Understanding spatial language in radiology: Representation framework, annotation, and spatial relation extraction from chest X-ray reports using deep learning. - Surabhi Datta; Yuqi Si; Laritza Rodriguez; Sonya E. Shooshan; Dina Demner-Fushman; Kirk Roberts (J. Biomed. Informatics, 2020)

Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes. - Surabhi Datta; Tasneem Kaochar; Hio Cheng Lam; Nelly Nwosu; Alice Z. Chuang; Robert M. Feldman; Kirk Roberts (AMIA, 2022)

A Cross-document Coreference Dataset for Longitudinal Tracking across Radiology Reports. - Surabhi Datta; Hio Cheng Lam; Atieh Pajouhi; Sunitha Mogalla; Kirk Roberts (LREC, 2022)

Fine-grained spatial information extraction in radiology as two-turn question answering. - Surabhi Datta; Kirk Roberts (Int. J. Medical Informatics, 2022)

Self-Supervised Learning with Radiology Reports, A Comparative Analysis of Strategies for Large Vessel Occlusion and Brain CTA Images. - Samiksha Pachade; Surabhi Datta; Y. Dong; Sergio Salazar Marioni; Rania Abdelkhaleq; A. Niktabe; Kirk Roberts; Sunil A. Sheth; Luca Giancardo (ISBI, 2023)

Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes. - Surabhi Datta; Tasneem Kaochar; Hio Cheng Lam; Nelly Nwosu; Luca Giancardo; Alice Z. Chuang; Robert M. Feldman; Kirk Roberts (CoRR, 2023)

quEHRy: a question answering system to query electronic health records. - Sarvesh Soni; Surabhi Datta; Kirk Roberts (J. Am. Medical Informatics Assoc., 2023)

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

Enhancing systematic literature reviews with generative artificial intelligence: development, applications, and performance evaluation. - Ying Li; Surabhi Datta; Majid Rastegar-Mojarad; Kyeryoung Lee; Hunki Paek; Julie Glasgow; Chris Liston; Long He; Xiaoyan Wang; Yingxin Xu (J. Am. Medical Informatics Assoc., 2025)