Louaq - 论文阅读笔记

MASS Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images

2026-01-05

半监督医学图像分割

训练医学图像的深度分割模型通常需要大量的标记数据

#Medical Image Analysis

Uncertainty-guided mutual consistency learning for semi-supervised medical image segmentation

2026-01-04

半监督医学图像分割

医学图像分割是许多临床方法的基础和关键步骤

#不确定性评估 #Artificial Intelligence In Medicine

SimCVD Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation

2025-12-29

半监督医学图像分割

在医学图像分析中

#TMI #对比学习 #知识蒸馏

Multi-consistency for semi-supervised medical image segmentation via diffusion models

2025-12-23

半监督医学图像分割

医学图像分割提出了一个巨大的挑战

AMVLM Alignment-Multiplicity Aware Vision-Language Model for Semi-Supervised Medical Image Segmentation

2025-12-19

文本引导半监督医学图像分割

在半监督医学图像分割（SSMIS）中

Semi-Supervised Medical Image Segmentation Using Adversarial Consistency Learning and Dynamic Convolution Network

2025-12-17

半监督医学图像分割

流行的半监督医学图像

Stitching Fine-Tuning and Re-Training A SAM-Enabled Framework for Semi-Supervised 3D Medical Image Segmentation

2025-12-16

半监督医学图像分割

Segment Anything Model（SAM）

Text-driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation

2025-12-15

半监督医学图像分割

#医学图像分割

Mutual learning with reliable pseudo label for semi-supervised medical image segmentation

2025-11-27

半监督医学图像分割

Semi-supervised learning has garnered

#Medical Image Segmentation #Dual Attention Encoder

RCPS Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation

2025-11-27

半监督医学图像分割

Medical image segmentation methods

#JBHI #伪监督

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