Application of Automatic Segmentation on Super-Resolution Reconstruction MR Images of the Abnormal Fetal Brain.

T Deprest,L Fidon,F De Keyzer,M Ebner,J Deprest,P Demaerel,L De Catte,T Vercauteren,S Ourselin,S Dymarkowski,M Aertsen

AJNR. American journal of neuroradiology（2023）

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摘要

Our novel segmentation algorithm obtained excellent results on MR images of fetuses with severe brain abnormalities. Analysis of the outliers shows the need to include pathologies underrepresented in the current data set. Quality control to prevent occasional errors is still needed.

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关键词

automatic segmentation,super-resolution

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