Author profile

Petros Kalendralis, PhD

Department of Radiation Oncology (Maastro), GROW School of Oncology and Reproduction, Maastricht University Medical Centre

AuthorsPoster

Quantifying Differences between Clinical Practices Using Natural Language Processing for AI Model Generalization In Radiation Oncology

Many Artificial intelligence (AI) applications have been developed recently to improve the quality and efficiency of radiotherapy processes. Despite the success of image-based applications such as autocontouring, AI models trained with alphanumeric clinical d...

Poster Program · Therapy 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