Fig. 1: Clinical workflow and study design.
From: Predicting treatment response from longitudinal images using multi-task deep learning

a Diagnosis, treatment, and response evaluation for patients with rectal cancer. MRI examinations and blood tests were performed for each patient before and after neoadjuvant chemoradiotherapy. b Development and validation of a deep learning system to predict pathologic complete response from longitudinal imaging.