Predicting Neoadjuvant Therapy Response of Rectal Cancer With MRI

We proposed to constructed multi-parameter predictive model for predicting therapeutic response and pathological complete response(pCR) of patients with rectal cancer who received neoadjuvant chemoradiation. MR radiomics,convolutional neural networks, morphological parameters and quantitative functional parameters derived from diffusion-weighted MR images will be integrated for model construction.