Computed Tomography-Based Radiomics with Machine Learning Outperforms Radiologist Assessment in Estimating Colorectal Liver Metastases Pathologic Response After Chemotherapy
Georgios Karagkounis, Natally Horvat, Sofia Danilova, Salini Chhabra, Raja R. Narayan, Ahmad B. Barekzai, Adam Kleshchelski, Chou Joanne, Mithat Gönen, Vinod P. Balachandran, Kevin C. Soares, Alice C. Wei, T. Peter Kingham, William R. Jarnagin, Jinru Shia, Jayasree Chakraborty, Michael I. D’Angelica
Topics & Concepts
MedicineRadiomicsSurgical oncologyRadiologyChemotherapyComputed tomographyColorectal cancerOncologyInternal medicineCancerRadiomics and Machine Learning in Medical ImagingHepatocellular Carcinoma Treatment and PrognosisMRI in cancer diagnosis