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Gated cardiac SPECT imaging has been widely used in the evaluation of cardiac functions. The acquired four-dimensional (4D) sinogram data have both inter-frame correlation among the time sequence and intra-frame correlation within each 3D frame. The unique features of Karhune-Loeve (KL) transform for de-correlating the data sequence for noise reduction, feature extraction, etc, have been well recognized...
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