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Fully-automated alignment of 3D fetal brain ultrasound to a canonical reference space using multi-task learning.

, , , , and . Medical Image Analysis, (2018)

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Automated fetal brain extraction from clinical Ultrasound volumes using 3D Convolutional Neural Networks., , , , and . CoRR, (2019)Learning-based prediction of gestational age from ultrasound images of the fetal brain., , , , , and . Medical Image Analysis, 21 (1): 72-86 (2015)Robust Regression of Brain Maturation from 3D Fetal Neurosonography Using CRNs., , and . FIFI/OMIA@MICCAI, volume 10554 of Lecture Notes in Computer Science, page 73-80. Springer, (2017)Automated Mid-sagittal Plane Selection for Corpus Callosum Visualization in 3D Ultrasound Images., , , and . MIUA, page 46-51. BMVA, (2015)Segmentation of Fetal Adipose Tissue Using Efficient CNNs for Portable Ultrasound., and . DATRA/PIPPI@MICCAI, volume 11076 of Lecture Notes in Computer Science, page 55-65. Springer, (2018)Fully-automated alignment of 3D fetal brain ultrasound to a canonical reference space using multi-task learning., , , , and . Medical Image Analysis, (2018)Multi-channel Groupwise Registration to Construct an Ultrasound-Specific Fetal Brain Atlas., , , and . DATRA/PIPPI@MICCAI, volume 11076 of Lecture Notes in Computer Science, page 76-86. Springer, (2018)Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images., , , and . MLMI@MICCAI, volume 11861 of Lecture Notes in Computer Science, page 178-186. Springer, (2019)Automated Mid-sagittal Plane Selection for Corpus Callosum Visualization in 3D Ultrasound Images., , , and . MIUA, page 46-51. BMVA, (2015)Diagnostic Plane Extraction from 3D Parametric Surface of the Fetal Cranium., , and . MIUA, page 27-32. BMVA, (2014)