conftrace_

medical image segmentation

351 papers

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Also known as

MIS

Co-occurring keywords

semantic segmentation (3186) semi-supervised learning (2341) medical imaging (971) image segmentation (971) domain adaptation (4595) convolutional neural network (4226) self-supervised learning (3777) attention mechanism (4001) domain generalization (1522) few-shot learning (3398)

Papers

A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation MIDL 2021
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels NIPS 2021
DoDNet: Learning To Segment Multi-Organ and Tumors From Multiple Partially Labeled Datasets CVPR 2021
Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling CVPR 2021
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation CVPR 2021
Recurrent Mask Refinement for Few-Shot Medical Image Segmentation ICCV 2021
Edge-competing Pathological Liver Vessel Segmentation with Limited Labels AAAI 2021
Deep Distance Transform for Tubular Structure Segmentation in CT Scans CVPR 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations NIPS 2020
LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation CVPR 2020
Structure Boundary Preserving Segmentation for Medical Image With Ambiguous Boundary CVPR 2020
Disentangling Human Error from Ground Truth in Segmentation of Medical Images NIPS 2020
Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation CVPR 2020
Segmenting Medical MRI via Recurrent Decoding Cell AAAI 2020
Comparing Objective Functions for Segmentation and Detection of Microaneurysms in Retinal Images MIDL 2020
3D-RADNet: Extracting labels from DICOM metadata for training general medical domain deep 3D convolution neural networks MIDL 2020
Siamese Content Loss Networks for Highly Imbalanced Medical Image Segmentation MIDL 2020
Mutual information deep regularization for semi-supervised segmentation MIDL 2020
Towards Cross-Modality Medical Image Segmentation with Online Mutual Knowledge Distillation AAAI 2020
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data CVPR 2020
What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation CVPR 2020
Unsupervised Domain Adaptation with Dual-Scheme Fusion Network for Medical Image Segmentation IJCAI 2020
SAU-Net: Efficient 3D Spine MRI Segmentation Using Inter-Slice Attention MIDL 2020
Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning CVPR 2020
Brain Metastasis Segmentation Network Trained with Robustness to Annotations with Multiple False Negatives MIDL 2020