Kent McCann, MD
Instructor of Emergency MedicineCards
About
Research
Publications
2026
Simulated evaluation of large language model stepwise diagnostic reasoning with real-world chest pain encounters and Bayesian networks
Safranek C, Socrates V, Wright D, Huang T, Alashi A, McCann K, Taylor R, Chartash D. Simulated evaluation of large language model stepwise diagnostic reasoning with real-world chest pain encounters and Bayesian networks. BMC Medical Informatics And Decision Making 2026, 26: 97. PMID: 41735989, DOI: 10.1186/s12911-026-03381-9.Peer-Reviewed Original ResearchConceptsBayesian networkRank biased overlapCategory constraintsIterative natureInformation-seeking behaviorInformation-seeking strategiesLanguage modelRobust simulation environmentClinical decision-support toolsSimulation evaluationSimulation environmentProbabilistic frameworkFalse alarmsProbabilistic modelEmergency departmentImage dataResource utilizationDiagnostic reasoningOptimal policyDecision-support toolNetworkDiagnostic decisionsQuery pathwayPhysician practice patternsChest painUsing generative artificial intelligence to standardize unstructured antigen profiles for the alloantibody exchange
McCann K, Wright D, Alvarez E, Sullivan J, Cantrell K, Hauser R. Using generative artificial intelligence to standardize unstructured antigen profiles for the alloantibody exchange. Transfusion 2026, 66: 481-490. PMID: 41481809, DOI: 10.1111/trf.70061.Peer-Reviewed Original Research
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Department of Emergency Medicine
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Seamco Building
464 Congress Avenue, Ste 260
New Haven, CT 06519
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203.688.4242