Abstract
The number of available imaging modalities increases both in clinical practice and in clinical studies. Even though data from multiple modalities might be available, image registration is typically only performed using data from a single modality. In this paper, we propose using certainty maps together with multi-channel diffeomorphic demons in order to improve both accuracy and robustness when performing image registration. The proposed method is evaluated using DTI data, multiple region overlap measures and a fiber bundle similarity metric.
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Forsberg, D., Rathi, Y., Bouix, S., Wassermann, D., Knutsson, H., Westin, CF. (2011). Improving Registration Using Multi-channel Diffeomorphic Demons Combined with Certainty Maps. In: Liu, T., Shen, D., Ibanez, L., Tao, X. (eds) Multimodal Brain Image Analysis. MBIA 2011. Lecture Notes in Computer Science, vol 7012. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24446-9_3
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DOI: https://doi.org/10.1007/978-3-642-24446-9_3
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-24445-2
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