Jonnalagadda, Siddhartha R.

Automating data extraction in systematic reviews: a systematic review

Jonnalagadda, S. R., Goyal, P., & Huffman, M. D. (2015) · Systematic Reviews

Meta-analysis and systematic reviewsBiomedical Text Mining and Ontologies

Cited by 287

Natural Language Processing for EHR-Based Pharmacovigilance: A Structured Review

Luo, Y., Thompson, W. K., Herr, T. M., Zeng, Z., Berendsen, M. A., Jonnalagadda, S. R., Carson, M. B., & Starren, J. (2017) · Drug Safety

Pharmacovigilance and Adverse Drug ReactionsBiomedical Text Mining and Ontologies

Cited by 200

Extractive text summarization system to aid data extraction from full text in systematic review development

Bui, D. D. A., Del Fiol, G., Hurdle, J. F., & Jonnalagadda, S. (2016) · Journal of Biomedical Informatics

Advanced Text Analysis TechniquesMeta-analysis and systematic reviews

Cited by 70

Comprehensive temporal information detection from clinical text: medical events, time, and TLINK identification

Sohn, S., Wagholikar, K. B., Li, D., Jonnalagadda, S. R., Tao, C., Komandur Elayavilli, R., & Liu, H. (2013) · Journal of the American Medical Informatics Association

Biomedical Text Mining and OntologiesMachine Learning in Healthcare

Cited by 62

A new iterative method to reduce workload in systematic review process

Jonnalagadda, S., & Petitti, D. (2013) · International Journal of Computational Biology and Drug Design

Information Retrieval and Search BehaviorMeta-analysis and systematic reviews

Cited by 61

PDF text classification to leverage information extraction from publication reports

Bui, D. D. A., Del Fiol, G., & Jonnalagadda, S. (2016) · Journal of Biomedical Informatics

Text and Document Classification TechnologiesAdvanced Text Analysis Techniques

Cited by 52

A Novel Framework to Expedite Systematic Reviews by Automatically Building Information Extraction Training Corpora

Basu, T., Kumar, S., Kalyan, A., Jayaswal, P., Goyal, P., Pettifer, S., & Jonnalagadda, S. R. (2016) · arXiv

Biomedical Text Mining and OntologiesAdvanced Text Analysis Techniques

Cited by 7