Juan M. Banda
Stanford Health Care(US)
Publications by Year
Research Areas
Biomedical Text Mining and Ontologies, Topic Modeling, Social Media in Health Education, Misinformation and Its Impacts, Machine Learning in Healthcare
Most-Cited Works
- → Characterizing treatment pathways at scale using the OHDSI network(2016)344 cited
- → A Large-Scale COVID-19 Twitter Chatter Dataset for Open Scientific Research—An International Collaboration(2021)311 cited
- → A curated and standardized adverse drug event resource to accelerate drug safety research(2016)238 cited
- → Advances in Electronic Phenotyping: From Rule-Based Definitions to Machine Learning Models(2018)233 cited
- → Learning statistical models of phenotypes using noisy labeled training data(2016)163 cited
- → Risk of hydroxychloroquine alone and in combination with azithromycin in the treatment of rheumatoid arthritis: a multinational, retrospective study(2020)151 cited
- → Finding missed cases of familial hypercholesterolemia in health systems using machine learning(2019)123 cited
- → Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study(2020)107 cited
- → Precision screening for familial hypercholesterolaemia: a machine learning study applied to electronic health encounter data(2019)82 cited
- Electronic phenotyping with APHRODITE and the Observational Health Sciences and Informatics (OHDSI) data network.(2017)