Siddhartha Jonnalagadda
Northwestern University · United States
Editorial leadership for Journal of Preventive Medicine And Care ISSN 2474-3585
Research interests
- Natural Language Processing
- Text Mining
- Biomedical Informatics
Biography
Siddhartha Jonnalagadda is affiliated with Amazon in the United States, where his research focuses on Natural Language Processing, Text Mining, and Biomedical Informatics. His work encompasses clinical concept extraction enhanced by distributional semantics, protein-protein interaction extraction from full-text articles, sentence simplification for biomedical text processing, and comprehensive temporal information detection from clinical records. He has contributed to the development of extraction frameworks for cohort identification using electronic health records and normalization methods for organization names in PubMed affiliation strings. His most-cited publication, "Website Sharing in Online Health Communities: A Descriptive Analysis" (2016), has received 54 citations, reflecting his impact on understanding information exchange in digital health contexts.
Selected publications
- Website Sharing in Online Health Communities: A Descriptive Analysis 2016 cited 54×
- Audio Recording Patient-Nurse Verbal Communications in Home Health Care Settings: Pilot Feasibility and Usability Study 2022 cited 17×
- A Semi-Supervised Learning Approach to Enhance Health Care Community–Based Question Answering: A Case Study in Alcoholism 2016 cited 10×
- Audio Recording Patient-Nurse Verbal Communications in Home Health Care Settings: Pilot Feasibility and Usability Study (Preprint) 2021
Ranked by citation impact (Crossref) where available, newest otherwise · verified via ORCID.
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