Semantically redundant training data removal and deep model classification performance: A study with chest X-rays
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer Antani
Topics & Concepts
Generalizability theoryComputer scienceArtificial intelligenceRedundancy (engineering)Classifier (UML)Training setMachine learningRecallDeep learningPattern recognition (psychology)Data miningPhilosophyLinguisticsOperating systemStatisticsMathematicsCOVID-19 diagnosis using AIRadiomics and Machine Learning in Medical ImagingAI in cancer detection