Computer-Aided Diagnosis Scheme for Distinguishing Between Benign and Malignant Masses on Breast DCE-MRI Images Using Deep Convolutional Neural Network with Bayesian Optimization
Akiyoshi Hizukuri, Ryohei Nakayama, Mayumi Nara, Megumi Suzuki, Kiyoshi Namba
Topics & Concepts
Convolutional neural networkHyperparameterArtificial intelligenceBreast MRIComputer scienceComputer-aided diagnosisMammographyMagnetic resonance imagingPattern recognition (psychology)BI-RADSBreast cancerCross-validationBreast imagingNaive Bayes classifierClassifier (UML)Bayesian optimizationRadiologyMedicineCancerSupport vector machineInternal medicineAI in cancer detectionMRI in cancer diagnosisRadiomics and Machine Learning in Medical Imaging