PET Head Motion Estimation Using Supervised Deep Learning with Attention
Cai Z, Zeng T, Zhang J, Lieffrig E, Fontaine K, You C, Revilla E, Duncan J, Xin J, Lu Y, Onofrey J. PET Head Motion Estimation Using Supervised Deep Learning with Attention. IEEE Transactions On Medical Imaging 2025, PP: 1-1. PMID: 41082441, DOI: 10.1109/tmi.2025.3620714.Peer-Reviewed Original Research
Head motion estimationMotion estimationState-of-the-artMotion estimation methodSupervised deep learningRigid head motionMotion correctionCross-attentionDelineation of brain structuresSupervised mannerDeep learningPositron emission tomography scannerMotion correction approachPET raw dataMotion trackingMotion-free imagesDiagnosis of neurological disordersQuantification inaccuraciesRaw dataHead motionBrain positron emission tomographyEstimation methodHead movementsMotion artifactsQualitative results