Multiparametric Data-driven Imaging Markers: Guidelines for Development, Application and Reporting of Model Outputs in Radiomics
Xiaofeng Wang, Gene Pennello, Nandita M. deSouza, Erich P. Huang, Andrew J. Buckler, Huiman X. Barnhart, Jana G. Delfino, David Raunig, Lu Wang, Alexander R. Guimarães, Timothy J. Hall, Nancy A. Obuchowski
Topics & Concepts
RadiomicsComputer scienceData setParametric statisticsProcess (computing)Artificial intelligenceGround truthMedical imagingData miningFeature (linguistics)Machine learningSet (abstract data type)StatisticsLinguisticsMathematicsProgramming languagePhilosophyOperating systemRadiomics and Machine Learning in Medical ImagingAI in cancer detectionColorectal Cancer Screening and Detection