Multimodal deep learning models utilizing chest X-ray and electronic health record data for predictive screening of acute heart failure in emergency department
Chih‐Kuo Lee, Ting‐Li Chen, Jeng-En Wu, Min‐Tsun Liao, Chiehhung Wang, Weichung Wang, Cheng‐Ying Chou, Cheng‐Ying Chou
Topics & Concepts
Emergency departmentMedicineElectronic health recordHealth recordsHeart failureNatriuretic peptideMedical emergencyDeep learningAmbiguityEmergency medicineIntensive care medicineInternal medicineArtificial intelligenceHealth careComputer scienceNursingEconomic growthEconomicsProgramming languageHeart Failure Treatment and ManagementArtificial Intelligence in Healthcare and EducationMachine Learning in Healthcare