Active MR k-space Sampling with Reinforcement Learning
Luis Pineda, Sumana Basu, Adriana Romero, Roberto Calandra, Michal Drozdzal
Topics & Concepts
Reinforcement learningComputer scienceArtificial intelligenceTrajectoryFocus (optics)AccelerationProcess (computing)Machine learningRange (aeronautics)Image (mathematics)Scale (ratio)Computer visionSampling (signal processing)Iterative reconstructionData acquisitionDeep learningActive learning (machine learning)Pattern recognition (psychology)Contextual image classificationDecision processIncremental learningKnowledge acquisitionImage processingStability (learning theory)Work (physics)Advanced MRI Techniques and ApplicationsSparse and Compressive Sensing TechniquesGenerative Adversarial Networks and Image Synthesis