Felix Lucia's research while affiliated with Unité Inserm U1077 and other places
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Publication (1)
Multicenter studies are needed to demonstrate the clinical potential value of radiomics as a prognostic tool. However, variability in scanner models, acquisition protocols and reconstruction settings are unavoidable and radiomic features are notoriously sensitive to these factors, which hinders pooling them in a statistical analysis. A statistical...
Citations
... 45 Recently, the Combat algorithm has also been incorporated into medical image biomarker-based studies, such as radiomicsrelated studies. 46 Here, we treated radiomics features and deep features as gene data, while the manufacturer's bias effect was viewed as a batch effect. Consequently, we applied the Combat algorithm to normalize the manufacturer's bias effect. ...