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Radiomic analysis of MRI to Predict Sustained Complete Response after Radiofrequency Ablation in Patients with Hepatocellular Carcinoma - A Pilot Study.

Natally HorvatJose de Arimateia Batista Araujo-FilhoAntonildes N Assuncao-JrFelipe Augusto de M MachadoJohn A SimsCamila Carlos Tavares RochaBrunna Clemente de OliveiraJoao Vicente HorvatClaudia MaccaliAnna Luísa Boschiroli Lamanna PugaAline Lopes ChagasMarcos Roberto de MenezesGiovanni Guido Cerri
Published in: Clinics (Sao Paulo, Brazil) (2021)
This pilot study demonstrates that a radiomic analysis of pre-treatment MRI might be useful in identifying patients with HCC who are most likely to have a sustained complete response to RFA. Second-order features (GLDM and GLCM) extracted from equilibrium phase obtained highest discriminatory performance.
Keyphrases
  • radiofrequency ablation
  • contrast enhanced
  • magnetic resonance imaging
  • diffusion weighted imaging
  • molecular dynamics
  • computed tomography
  • molecular dynamics simulations