基于深度学习的多模态医学图像配准 参考文献
Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study. ArXiv, 2021.Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation.…
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题目
BrainSegFounder: Towards 3D foundation models for neuroimagesegmentation
BrainSegFounder:迈向用于神经影像分割的3D基础模型 01
文献速递介绍
人工智能(AI)与神经影像分析的融合,特别是多模态磁共振成像&am…
原文链接:Anatomically constrained and attention-guided deep feature fusion for joint segmentation and deformable medical image registration 一、Hilghtlights:
利用分割可以在配准过程中培养先验知识。多任务学习策略提高了配准性能。所提出的…
论文地址:Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation
题目:用于无监督生物医学分割的解剖先验卷积网络
摘要:
1. We specifically address the frequent scenario where we have no paired t…
Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures
原文:https://arxiv.org/pdf/2208.08605.pdf 免责声明:本人科研萌新,编写博客以记录精读过的论文,如有理解错误欢…
文章目录 1. Author2. Abstract3. Introduction3.1 Contributions3.2 Related Works 4 Anatomical Priors for Image Segmentation via Post-processing with DAE4.1 Problem Statement4.2 Denoising Autoencoders4.3 Mask Degradation Strategy4.4 Post-processing with DAEs …
Y ou Only Learn Once: Universal Anatomical Landmark Detection
你只学习一次:通用解剖学标志点检测
单位:北大奇迹组发表:2021MICCAI源代码地址:源代码
摘要
检测医学图像中的解剖标志点在理解解剖和计划自动化处理方面发挥…