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

Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation CVPR 2022
Adaptive Early-Learning Correction for Segmentation From Noisy Annotations CVPR 2022
Generalizable Cross-Modality Medical Image Segmentation via Style Augmentation and Dual Normalization CVPR 2022
CycleMix: A Holistic Strategy for Medical Image Segmentation From Scribble Supervision CVPR 2022
HyperSegNAS: Bridging One-Shot Neural Architecture Search With 3D Medical Image Segmentation Using HyperNet CVPR 2022
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation WACV 2022
Co-Net: A Collaborative Region-Contour-Driven Network for Fine-to-Finer Medical Image Segmentation WACV 2022
Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation NIPS 2022
Class-Aware Adversarial Transformers for Medical Image Segmentation NIPS 2022
Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer MIDL 2022
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation AAAI 2021
3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management CVPR 2021
Alternative Baselines for Low-Shot 3D Medical Image Segmentation---An Atlas Perspective AAAI 2021
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! MIDL 2021
Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation CVPR 2021
Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images AAAI 2021
Modeling the Probabilistic Distribution of Unlabeled Data for One-shot Medical Image Segmentation AAAI 2021
Stroke Lesion Outcome Prediction Based on 4D CT Perfusion Data Using Temporal Convolutional Networks MIDL 2021
Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details MIDL 2021
CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation MIDL 2021
Semi-supervised Medical Image Segmentation through Dual-task Consistency AAAI 2021
Medical Image Segmentation using Squeeze-and-Expansion Transformers IJCAI 2021
Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution ICCV 2021
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space CVPR 2021