Effect of Training Data Volume on Performance of Convolutional Neural Network Pneumothorax Classifiers
Yee Liang Thian, Dian Wen Ng, James Thomas Patrick Decourcy Hallinan, Pooja Jagmohan, Soon Yiew Sia, Jalila Sayed Adnan Mohamed, Swee Tian Quek, Mengling Feng
Topics & Concepts
Convolutional neural networkArtificial intelligenceComputer scienceDeep learningTest setBinary classificationMachine learningArtificial neural networkRadiographyReceiver operating characteristicChest radiographTraining setPattern recognition (psychology)RadiologyMedicineSupport vector machineCOVID-19 diagnosis using AIRadiomics and Machine Learning in Medical ImagingArtificial Intelligence in Healthcare and Education