Alison Callahan
Stanford Medicine(US)Stanford University(US)
Publications by Year
Research Areas
Biomedical Text Mining and Ontologies, Machine Learning in Healthcare, Artificial Intelligence in Healthcare and Education, Semantic Web and Ontologies, Electronic Health Records Systems
Most-Cited Works
- → Testing and Evaluation of Health Care Applications of Large Language Models(2024)347 cited
- → The Semanticscience Integrated Ontology (SIO) for biomedical research and knowledge discovery(2014)271 cited
- → Text Mining for Adverse Drug Events: the Promise, Challenges, and State of the Art(2014)228 cited
- → Machine Learning in Healthcare(2017)162 cited
- → Empirical tests of the role of disruptive coloration in reducing detectability(2007)134 cited
- → Bio2RDF Release 2: Improved Coverage, Interoperability and Provenance of Life Science Linked Data(2013)130 cited
- → Comparing methods for estimation of heterogeneous treatment effects using observational data from health care databases(2018)115 cited
- → A Nationwide Network of Health AI Assurance Laboratories(2023)99 cited
- → Research and Reporting Considerations for Observational Studies Using Electronic Health Record Data(2020)90 cited
- → Ontology-driven weak supervision for clinical entity classification in electronic health records(2021)89 cited