Strategies to develop radiomics and machine learning models for lung cancer stage and histology prediction using small data samples
Leonardo Ubaldi, Vito Valenti, R.F. Borgese, Giorgio Collura, Maria Evelina Fantacci, Giuseppe Ferrera, Giuseppina Iacoviello, B. Abbate, Francesco Laruina, Antonella Tripoli, Alessandra Retico, Maurizio Marrale
Topics & Concepts
Random forestComputer scienceMachine learningArtificial intelligenceRadiomicsClassifier (UML)Support vector machineGradient boostingStage (stratigraphy)Cross-validationData miningBiologyPaleontologyRadiomics and Machine Learning in Medical ImagingLung Cancer Diagnosis and TreatmentGastric Cancer Management and Outcomes