我整理了近一年的114篇医疗论文，汇总如下，感兴趣的小伙伴，可添加我的微信领取。
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回复“医疗”获取114篇论文
一、CVPR2022- 2023医学影像论文
1、CVPR 2023医学影像论文
[01]无标记肝肿瘤分割
[Title]Label-Free Liver Tumor Segmentation
[02]用于X射线图像中无监督异常检测的深层特征内漆
[Title]Deep Feature In-painting for Unsupervised Anomaly Detection in X-ray Images
[03]通过机械和循环一致性损失对活细胞进行无监督轮廓跟踪[Title]Unsupervised Contour Tracking of Live Cells by Mechanical and Cycle Consistency Losses
[04]基于连贯概念的医学图像解释及其在皮肤病变诊断中的应用[Title]Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis
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2、CVPR 2023医学影像论文
01 通过风格增强和双重归一化的可泛化跨模态医学图像分割
[Title]Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization
02 半监督医学图像分类的反课程伪标签
[Title]ACPL Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification
03 用于组织病理学全幻灯片图像分类的双层特征蒸馏多实例学习
[Title]DTFD-MIL Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
04 鲁棒等变成像:一个学习从噪声和部分测量中成像的完全无监督框架
[Title]Robust Equivariant Imaging a fully unsupervised framework for learning to image from noisy and partial measurements Transformer
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二、医疗影像综述
[1]计算细胞学中的深度学习方法调查
[Title]Deep Learning for Computational Cytology: A Survey [Cite]Medical Image Analysis (2022)
[2]Transformer 应用于医学影像的关键属性、当前进展和未来前景的比较回顾
[Title]A comparative review of key properties, current progresses, and future perspectives
[Cite]Medical Image Analysis (2023)
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2、医学图像分割
[1]通过局部校准个性化联合医学图像分割
[Title]Personalizing Federated Medical Image Segmentation via Local Calibration
[Cite]ECCV 2022
[2]学习多类医学图像分割的拓扑交互
[Title]Learning Topological Interactions for Multi-Class Medical Image Segmentation
[Cite]ECCV 2022
[3]通过随机幅度混合和特定领域图像恢复进行通用医学图像分割 [Title]Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration
[Cite]ECCV 2022
3、放射科报告生成
[01]用于放射学报告生成的跨模态原型驱动网络
[Title]Cross-modal Prototype Driven Network for Radiology Report Generation
[Cite]ECCV 2022
4、密集预测
[01]ConCL：病理图像密集预测预训练的概念对比学习
[Title]ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images
[Cite]ECCV 2022
5、视网膜图像匹配 [01]用于视网膜图像匹配的半监督关键点检测器和描述符
[Title]Semi-Supervised Keypoint Detector and Descriptor for Retinal Image Matching
[Cite]ECCV 2022
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6、支架追踪 [01]X 射线透视中稳健的基于地标的支架跟踪
[Title]Robust Landmark-based Stent Tracking in X-ray Fluoroscopy
[Cite]ECCV 2022
7、病变检测 [01]检查和链接：成对病变对应指导乳房 X 线照片质量检测 [Title]Check and Link: Pairwise Lesion Correspondence Guides Mammogram Mass Detection
[Cite]ECCV 2022
8、医学图像分析
[01]UniMiSS：通过打破维度壁垒实现通用医学自监督学习
[Title]UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier
[Cite]ECCV 2022
[02]K-SALSA：通过局部风格对齐对视网膜图像进行 K-匿名合成平均 [Title]K-SALSA: K-Anonymous Synthetic Averaging of Retinal Images via Local Style Alignment [Cite]ECCV 2022
9、医学图像分类
[01]整张幻灯片图像多实例学习的微分缩放
[Title]Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images
[Cite]ECCV 2022
[02]RadioTransformer：用于视觉注意引导疾病分类的级联全局焦点转换器
[Title]RadioTransformer: A Cascaded Global-Focal Transformer for Visual Attention-Guided Disease Classification
[Cite]ECCV 2022
10、医学关键点定位
[01]通过边缘引导变换和噪声地标细化的一次性医学地标定位
[Title]One-Shot Medical Landmark Localization by Edge-Guided Transform and Noisy Landmark Refinement
[Cite]ECCV 2022
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11、医学图像配准
[01]使用从粗到精的视觉 transformer 进行仿射医学图像配准
[Title]Affine Medical Image Registration with Coarse-to-Fine Vision Transformer
[Cite]CVPR 2022
12、医学图像处理
[01]BoostMIS：通过自适应伪标记和信息主动注释促进医学图像半监督学习
[Title]BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation [Cite]CVPR 2022
[02]鲁棒等变成像：一个完全无监督的框架，用于从噪声和部分测量中学习成像
[Title]Robust Equivariant Imaging: A Fully Unsupervised Framework for Learning To Image From Noisy and Partial Measurements [Cite]CVPR 2022
13、MRI
[01]用于多对比度 MRI 超分辨率的 Transformer 赋能的多尺度上下文匹配和聚合
[Title]Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution
[Cite]CVPR 2022
[02]Vox2Cortex：使用几何深度神经网络从 3D MRI 扫描中快速显式重建皮质表面
[Title]Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks
[Cite]CVPR 2022
14、组织病理学
[01]组织病理学图像中细胞核半监督分割的跨补丁密集对比学习 [Title]Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images [Cite]CVPR 2022
15、牙齿
[01]通过深度标签传播改善下牙槽神经的分割
[Title]Improving Segmentation of the Inferior Alveolar Nerve Through Deep Label Propagation
[Cite]CVPR 2022
[02]DArch：具有弱注释的牙弓先验辅助 3D 牙齿实例分割
[Title]DArch: Dental Arch Prior-Assisted 3D Tooth Instance Segmentation With Weak Annotations
[Cite]CVPR 2022
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回复“医疗”获取114篇论文
