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In such a scenario, the registration achieved by is comparable to and although the saliency-based measures show better results.
The groupwise registration achieved improved motion correction results, both by visual inspection of the dynamic PET data and by the reduction of the variability in the outcome measures, and required no additional steps to exclude unsuccessfully realigned PET data for occupancy modelling as compared to frame-by-frame registration.
Although a number of sophisticated methods have been developed previously for performing MR and US image registration [ 31, 32], it was considered appropriate to use a single-point registration to combine the MR and US image data, due to the inherent spatial registration achieved through the alignment process.
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In contrast, a two-phase design that stratifies on clinic and year of registration achieves greater than 85% power with as few as 1,000 patient samples.
The kidneys' activity concentration estimation error was estimated to be around 20%%, while larger errors were obtained for other regions owing to poor image registration, except remaining organs & skin" region, where an excellent image registration was achieved but with a correspondingly large relative error in terms of tracer uptake quantification (76.8 %).
The best automatic registration is achieved using user-independent SHR using low-resolutions, this often performs even better than manual registration.
The proposed registration process achieved a very good performance and only 2.0% of the subjects had to be discarded due to registration issues.
The best matching and registration are achieved by minimising an error factor.
Rigid registration is achieved by seeking the best rigid transformation parameters yielding the most similar CH-GMM responses.
Quick registration is achieved in indoor structured scenarios, offering advantages like a compact representation, and flexibility to adapt to different environments and sensors.
Optimal segmentation and registration are achieved by a new hybrid level set model comprised of alternating global and local region competitions.
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