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Brain Segmentation

Papers

Showing 125 of 146 papers

TitleStatusHype
`Project & Excite' Modules for Segmentation of Volumetric Medical ScansCode1
Local Temperature Scaling for Probability CalibrationCode1
FastSurfer -- A fast and accurate deep learning based neuroimaging pipelineCode1
Partial supervision for the FeTA challenge 2021Code1
UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image SegmentationCode1
CEREBRUM‐7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR VolumesCode1
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea SegmentationCode1
Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements IntegrationCode1
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentationCode1
MONAIfbs: MONAI-based fetal brain MRI deep learning segmentationCode1
Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI SlicesCode1
UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical SegmentationCode1
Whole Brain Segmentation with Full Volume Neural NetworkCode1
Reliable brain morphometry from contrast‐enhanced T1w‐MRI in patients with multiple sclerosisCode1
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain ImagingCode1
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional NetworksCode1
DBSegment: Fast and robust segmentation of deep brain structures -- Evaluation of transportability across acquisition domainsCode1
Direct cortical thickness estimation using deep learning‐based anatomy segmentation and cortex parcellationCode1
A Learning Strategy for Contrast-agnostic MRI SegmentationCode1
GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical ImagingCode1
Importance Driven Continual Learning for Segmentation Across DomainsCode1
Analysis of effectiveness of thresholding in perfusion ROI detection on T2-weighted MR images with abnormal brain anatomy0
A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods0
An automatic multi-tissue human fetal brain segmentation benchmark using the Fetal Tissue Annotation Dataset0
A Modality-Adaptive Method for Segmenting Brain Tumors and Organs-at-Risk in Radiation Therapy Planning0
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