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Delta radiomics: a systematic review.

Valerio NardoneAlfonso ReginelliRoberta GrassiLuca BoldriniGiovanna VaccaEmma D'IppolitoSalvatore AnnunziataAlessandra FarchioneMaria Paola BelfioreIsacco DesideriSalvatore Cappabianca
Published in: La Radiologia medica (2021)
Delta radiomics shows potential benefit for several clinical endpoints in oncology (differential diagnosis, prognosis and prediction of treatment response, and evaluation of side effects). Nevertheless, the studies included in this systematic review suffer from the bias of overall low quality, so that the conclusions are currently heterogeneous, not robust, and not replicable. Further research with prospective and multicentre studies is needed for the clinical validation of delta radiomics approaches.
Keyphrases
  • systematic review
  • lymph node metastasis
  • palliative care
  • case control
  • clinical trial
  • meta analyses
  • squamous cell carcinoma
  • randomized controlled trial
  • cross sectional
  • climate change
  • quality improvement