QR-Code

RiTex: Harmonization of Radiomic Features Based on Riemannian Geometry

Batch effects arising from variations in hardware, acquisition protocols, and reconstruction parameters present a critical challenge in radiomics, limiting the generalizability of models across multicentre studies. Existing harmonization methods, such as ComBat, CovBat, z-score normalization, and Ge...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Darya A. Voitenko, Anton V. Vladzymyrskyy, Olga V. Omelyanskaya, Yuriy A. Vasilev, Ivan A. Blokhin, Maria R. Kodenko
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2026-06-01
Schriftenreihe:Journal of Imaging
Schlagworte:
radiomics
batch effects
harmonization
Riemannian geometry
SPD matrices
Fréchet mean
Online-Zugang:https://www.mdpi.com/2313-433X/12/6/264
Tags: Tag hinzufügen
Keine Tags, Fügen Sie das erste Tag hinzu!

Ähnliche Einträge