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Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network

Xueqi Guo, Bo Zhou, David Pigg, Bruce Spottiswoode, Michael Casey, Chi Liu, Nicha C. Dvornek

2022Medical Image Analysis24 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceConvolutional neural networkArtificial intelligenceDeep learningParametric statisticsFrame (networking)Pattern recognition (psychology)Motion (physics)InferenceMotion estimationComputer visionArtificial neural networkRecurrent neural networkMathematicsStatisticsTelecommunicationsMedical Imaging Techniques and ApplicationsRadiomics and Machine Learning in Medical ImagingLung Cancer Diagnosis and Treatment
Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network | Litcius