Systematic review with radiomics quality score of cholangiocarcinoma: an EuSoMII Radiomics Auditing Group Initiative.

Roberto CannellaFederica VernuccioMichail E KlontzasAndrea PonsiglioneEkaterina PetrashLorenzo UggaDaniel Pinto Dos SantosRenato Cuocolo

Published in: Insights into imaging (2023)

Quality of radiomics studies on cholangiocarcinoma is insufficient based on the radiomics quality score. Future research should consider prospective studies with a standardized methodology, validation in multi-institutional external cohorts, and open science data.

Keyphrases

systematic review
lymph node metastasis
quality improvement
contrast enhanced
public health
meta analyses
randomized controlled trial
squamous cell carcinoma
case control
magnetic resonance
big data
computed tomography
machine learning
deep learning