Author profile

Zhen Zhang

Fudan University Shanghai Cancer Center

AuthorsPoster

Feasibility of Deep Learning–Based Prognostic Risk Prediction In Rectal Cancer Using Histopathology Images after Neoadjuvant Chemoradiotherapy

Neoadjuvant chemoradiotherapy (nCRT) improves local control in patients with locally advanced rectal cancer (LARC); however, substantial heterogeneity exists in postoperative recurrence risk. This study aimed to evaluate the feasibility of predicting postoper...

Poster Program · Diagnostic and Interventional Radiology Physics

AuthorsPoster

Quantitative Assessment Tumor Regression and Spatial Immune Patterns after Ncrt In Rectal Cancer Using a Deep Learning Framework

Accurate assessment of locally advanced rectal cancer (LARC) following neoadjuvant chemoradiotherapy (nCRT) is critical for treatment stratification. However, manual Tumor Regression Grade (TRG) suffers from inter-observer variability and subjective bias. Thi...

Poster Program · Diagnostic and Interventional Radiology Physics