{"_id":"uJ3gvPEiYTGTzkvsj","bibbaseid":"zhang-phan-velmovitsky-pham-sanner-retrievalaugmentedgenerationformedicalquestionansweringonaheartfailuredatasetperformanceanalysis-2026","author_short":["Zhang, S.","Phan, E.","Velmovitsky, P. E.","Pham, Q.","Sanner, S."],"bibdata":{"bibtype":"article","type":"article","title":"Retrieval-Augmented Generation for Medical Question Answering on a Heart Failure Dataset: Performance Analysis","author":[{"firstnames":["Shiran"],"propositions":[],"lastnames":["Zhang"],"suffixes":[]},{"firstnames":["Evelyn"],"propositions":[],"lastnames":["Phan"],"suffixes":[]},{"firstnames":["Pedro","Elkind"],"propositions":[],"lastnames":["Velmovitsky"],"suffixes":[]},{"firstnames":["Quynh"],"propositions":[],"lastnames":["Pham"],"suffixes":[]},{"firstnames":["Scott"],"propositions":[],"lastnames":["Sanner"],"suffixes":[]}],"journal":"JMIR Formative Research","year":"2026","month":"Feb","day":"26","volume":"10","pages":"e84932","doi":"10.2196/84932","url_url":"https://formative.jmir.org/2026/1/e84932","bibtex":"@article{sanner:jmir26,\n title = {Retrieval-Augmented Generation for Medical Question Answering on a Heart Failure Dataset: Performance Analysis},\n author = {Shiran Zhang and Evelyn Phan and Pedro Elkind Velmovitsky and Quynh Pham and Scott Sanner},\n journal = {JMIR Formative Research},\n year = {2026},\n month = {Feb},\n day = {26},\n volume = {10},\n pages = {e84932},\n doi = {10.2196/84932},\n url_url = {https://formative.jmir.org/2026/1/e84932},\n doi = {10.2196/84932}\n}\n\n","author_short":["Zhang, S.","Phan, E.","Velmovitsky, P. E.","Pham, Q.","Sanner, S."],"key":"sanner:jmir26","id":"sanner:jmir26","bibbaseid":"zhang-phan-velmovitsky-pham-sanner-retrievalaugmentedgenerationformedicalquestionansweringonaheartfailuredatasetperformanceanalysis-2026","role":"author","urls":{" url":"https://formative.jmir.org/2026/1/e84932"},"metadata":{"authorlinks":{}},"downloads":12},"bibtype":"article","biburl":"https://raw.githubusercontent.com/ssanner/ssanner.github.io/master/Sanner_CV.bib","dataSources":["bu3H436jGJwM2szJd","GmTd9cvnR3QXRus38"],"keywords":[],"search_terms":["retrieval","augmented","generation","medical","question","answering","heart","failure","dataset","performance","analysis","zhang","phan","velmovitsky","pham","sanner"],"title":"Retrieval-Augmented Generation for Medical Question Answering on a Heart Failure Dataset: Performance Analysis","year":2026,"downloads":12}