From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation. - Pooya Mohammadi Kazaj; Giovanni Baj; Yazdan Salimi; Anselm W. Stark; Waldo Valenzuela; George CM. Siontis; Habib Zaidi; Mauricio Reyes 001; Christoph Graeni; Isaac Shiri (CoRR, 2025)