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MRI-Based Digital Models Forecast Patient-Specific Treatment Responses to Neoadjuvant Chemotherapy in Triple-Negative Breast Cancer.

Chengyue WuAngela M JarrettZijian ZhouNabil ElshafeeyBeatriz E AdradaRosalind P CandelariaRania M M MohamedMedine BogeLei HuoJason B WhiteDebasish TripathyVicente ValeroJennifer K LittonClinton YamJong Bum SonJingfei MaGaiane M RauchThomas E Yankeelov
Published in: Cancer research (2022)
Integrating MRI data with biologically based mathematical modeling successfully predicts breast cancer response to chemotherapy, suggesting digital twins could facilitate a paradigm shift from simply assessing response to predicting and optimizing therapeutic efficacy.
Keyphrases
  • neoadjuvant chemotherapy
  • locally advanced
  • contrast enhanced
  • magnetic resonance imaging
  • lymph node
  • rectal cancer
  • sentinel lymph node
  • diffusion weighted imaging
  • squamous cell carcinoma
  • deep learning
  • preterm birth