Explore fast uncertainty estimation techniques and diffusion models in Positron Emission Tomography (PET) through this insightful conference talk delivered by Dr. Quanzheng Li from Massachusetts General Hospital. Gain valuable knowledge on advanced reconstruction methods in medical imaging as part of the Deep Reconstruction Workshop held at Yale University. Delve into cutting-edge approaches for improving PET image quality and reliability, enhancing diagnostic capabilities in nuclear medicine.