Harmonization of radiomic feature distributions: impact on classification of hepatic tissue in CT imaging
Hubert Beaumont , Antoine Iannessi , Anne-Sophie Bertrand , Jean Michel Cucchi , Olivier Lucidarme  - Affiliations:  Median Technologies, Valbonne , France.  Centre Antoine Lacassagne, Nice, France.  Centre Hospitalier Princesse Grâce, Monaco.  Hopital La Pitié Salpêtrière, Paris, France.
This scientific paper published in European Radiology addresses the generalizability of classification models performances in improving the reliability of radiomic features using harmonized data. The work was conducted on diseased/non-diseased liver images and evaluated two different harmonization approaches. This paper is a result of a collaboration between Centre Hospitalier Princesse Grâce, Monaco, AP-HP La Pitié Salpêtrière, Paris and Median Technologies.See publication