Machine learning algorithms to automate differentiating cardiac amyloidosis from hypertrophic cardiomyopathy
Zi-Wen Wu, Jinlei Zheng, Lin Kuang, Hui Yan
Topics & Concepts
MedicineHypertrophic cardiomyopathyCardiac amyloidosisReceiver operating characteristicMachine learningArtificial intelligenceSupport vector machineDiscriminative modelArea under the curveLogistic regressionAlgorithmRandom forestInternal medicineRestrictive cardiomyopathyAmyloidosisCardiomyopathyCardiologyHeart failureComputer scienceAmyloidosis: Diagnosis, Treatment, OutcomesPeptidase Inhibition and AnalysisCardiomyopathy and Myosin Studies