Zhining Liu

CTC-AttnNet: development and validation of an attention-based neural network for staging gastrointestinal malignancies

To develop and validate a noninvasive model for classifying T stage in gastrointestinal malignancies using circulating tumor cells (CTCs) and serum tumor markers and to compare the predictive value of CTCs with that of conventional tumor markers. This retrospective study included...