A Method for Prostate Cancer Metastases Classification In 18f-PSMA PET/CT Images Using a Machine Learning Stacking Ensemble Model
To develop a computer-aided diagnosis (CAD) system for the classification of benign versus malignant findings on 18F-PSMA PET/CT imaging. It was applied in patients with biochemical recurrent (BCr) prostate cancer (PCa), using post-therapy follow-up (FU) imag...
Paraskevi Katsakiori, MD, MSc, PhD
Radiopharmaceuticals, Theranostics, and Nuclear Medicine
BLUE RIBBON POSTER IMAGING: Numerical Evaluation of Hemodynamic-Derived Quantities Using the Meshless Method: An Application to Wall Shear Stress.
Accurate evaluation of near-wall hemodynamic metrics, i.e. wall shear stress (WSS), time-averaged wall shear stress (TAWSS), and oscillatory shear index (OSI), is critical for understanding vascular disease progression. These indices depend on spatial derivat...
Paraskevi Katsakiori, MD, MSc, PhD
Diagnostic and Interventional Radiology Physics