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BraTS2021

2nd place solution for BraTS 2021 challenge

Papers

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Showing 1–15 of 15 papers

TitleStatusHype
UPMAD-Net: A Brain Tumor Segmentation Network with Uncertainty Guidance and Adaptive Multimodal Feature FusionCode0
A Self-supervised Multimodal Deep Learning Approach to Differentiate Post-radiotherapy Progression from Pseudoprogression in Glioblastoma—0
SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor SegmentationCode0
A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis—0
Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIsCode0
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and VectorsCode0
Non-Adversarial Learning: Vector-Quantized Common Latent Space for Multi-Sequence MRICode1
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic SegmentationCode0
AnoDODE: Anomaly Detection with Diffusion ODE—0
Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRICode1
An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI SynthesisCode1
Efficient Subclass Segmentation in Medical ImagesCode0
Multi-class Brain Tumor Segmentation using Graph Attention Network—0
BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor SegmentationCode1
Automatic Brain Tumor Segmentation with Scale Attention NetworkCode0
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