Application of DL approaches for Sinogram-based detections

Implemented TranUnet architecture to automatically generate windowed sinograms from raw sinogram data, enhancing image quality and diagnostic accuracy in medical imaging applications.

Conducted a comparative analysis of windowed sinogram outputs derived from various TranUnet configurations, discerning nuanced differences in performance based on the number of transformers utilized.