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A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labeling.

, , , , , , , , , , , , , , and . MIDL, volume 121 of Proceedings of Machine Learning Research, page 241-261. PMLR, (2020)

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PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction., , , , and . MLCN@MICCAI, volume 13001 of Lecture Notes in Computer Science, page 73-81. Springer, (2021)Fetal Cortex Segmentation with Topology and Thickness Loss Constraints., , , , , , , , , and 3 other author(s). EPIMI/ML-CDS@MICCAI, volume 13755 of Lecture Notes in Computer Science, page 123-133. Springer, (2022)High-Performance Motion Correction of Fetal MRI., , , , , , , , and . EuroRV³@EuroVis, page 5-7. Eurographics Association, (2016)Segmentation of lung region based on using parallel implementation of joint MGRF: Validation on 3D realistic lung phantoms., , , , and . ISBI, page 864-867. IEEE, (2013)Reconstruction, localisation, and segmentation in medical images.. Imperial College London, UK, (2018)British Library, EThOS.CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI., , , , , , , and . UNSURE/PIPPI@MICCAI, volume 12959 of Lecture Notes in Computer Science, page 221-230. Springer, (2021)Atlas-based approach for the segmentation of infant DTI MR brain images., , , , , , , and . ISBI, page 1255-1258. IEEE, (2014)Multiple Landmark Detection Using Multi-agent Reinforcement Learning., , , , and . MICCAI (4), volume 11767 of Lecture Notes in Computer Science, page 262-270. Springer, (2019)Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images., , and . MLCN/RNO-AI@MICCAI, volume 12449 of Lecture Notes in Computer Science, page 177-186. Springer, (2020)Geometric Deep Learning for Post-Menstrual Age Prediction Based on the Neonatal White Matter Cortical Surface., , , , , , , , , and 1 other author(s). UNSURE/GRAIL@MICCAI, volume 12443 of Lecture Notes in Computer Science, page 174-186. Springer, (2020)