医学影像 2023论文合集

1. CAN: Context-assisted full Attention Network for brain tissue segmentation

CAN：用于脑组织分割的上下文辅助全注意力网络

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841522003383

2. Dynamic multi feature-class Gaussian process models

动态多特征类高斯过程模型

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841522003589

3. Learning to segment fetal brain tissue from noisy annotations

学习从嘈杂的注释中分割胎儿脑组织

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841522003590

4. InDuDoNet+: A deep unfolding dual domain network for metal artifact reduction in CT images

InDuDoNet+：一种深度展开的双域网络，用于减少 CT 图像中的金属伪影

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841522003577

5. A novel multi-attention, multi-scale 3D deep network for coronary artery segmentation

一种用于冠状动脉分割的新型多注意力、多尺度 3D 深度网络

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000063

6. Intra-class consistency and inter-class discrimination feature learning for automatic skin lesion classification

用于皮肤病变自动分类的类内一致性和类间辨别特征学习

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000075

7. Comparative survey of multigraph integration methods for holistic brain connectivity mapping

用于整体脑连接映射的多图集成方法的比较调查

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000026

8. AMNet: Adaptive multi-level network for deformable registration of 3D brain MR images

AMNet：用于 3D 大脑 MR 图像可变形配准的自适应多级网络

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000014

9. Deep learning prediction of diffusion MRI data with microstructure-sensitive loss functions

具有微结构敏感损失函数的扩散 MRI 数据的深度学习预测

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000038

10. A dual-transformation with contrastive learning framework for lymph node metastasis prediction in pancreatic cancer

用于胰腺癌淋巴结转移预测的对比学习框架的双重转换

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000142

11. Root canal treatment planning by automatic tooth and root canal segmentation in dental CBCT with deep multi-task feature learning

具有深度多任务特征学习的牙科 CBCT 中自动牙齿和根管分割的根管治疗规划

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000117

12. Vision-based estimation of MDS-UPDRS scores for quantifying Parkinson's disease tremor severity

基于视觉的 MDS-UPDRS 评分量化帕金森病震颤严重程度的估计

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000154

13. Computing personalized brain functional networks from fMRI using self-supervised deep learning

使用自监督深度学习从 fMRI 计算个性化大脑功能网络

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000178

14. Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions

浅层白质分析：一种有效的基于点云的深度学习框架，具有监督对比学习，用于跨人群和 dMRI 采集的一致纤维束成像分割

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000208

15. Histogram of Oriented Gradients meet deep learning: A novel multi-task deep network for 2D surgical image semantic segmentation

定向梯度直方图与深度学习相结合：一种用于二维手术图像语义分割的新型多任务深度网络

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000087

16. Handcrafted Histological Transformer (H2T): Unsupervised representation of whole slide images

Handcrafted Histological Transformer (H2T)：整个幻灯片图像的无监督表示

论文链接：https://www.sciencedirect.com/science/article/pii/S136184152300004X

17. PerfU-Net: Baseline infarct estimation from CT perfusion source data for acute ischemic stroke

PerfU-Net：根据急性缺血性中风的 CT 灌注源数据估计基线梗塞

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000105

18. The HoloLens in medicine: A systematic review and taxonomy

医学中的 HoloLens：系统回顾和分类

论文链接：https://www.sciencedirect.com/science/article/pii/S136184152300018X

19. FUN-SIS: A Fully UNsupervised approach for Surgical Instrument Segmentation

FUN-SIS：一种完全无监督的手术器械分割方法

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000129

20. Region-focused multi-view transformer-based generative adversarial network for cardiac cine MRI reconstruction

基于区域聚焦多视图变换器的生成对抗网络用于心脏胶片 MRI 重建

论文链接：https://www.sciencedirect.com/science/article/pii/S136184152300021X

21. Continual learning strategies for cancer-independent detection of lymph node metastases

癌症独立检测淋巴结转移的持续学习策略

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000166

22. ClusterSeg: A crowd cluster pinpointed nucleus segmentation framework with cross-modality datasets

ClusterSeg：具有跨模态数据集的人群集群精确定位核分割框架

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000191

23. Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images

从全切片病理图像预测乳腺癌淋巴结转移的原型多实例学习

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000099

24. Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives

用变形金刚改变医学影像？关键属性、当前进展和未来前景的比较回顾

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000233

25. Generative Sampling in Bundle Tractography using Autoencoders (GESTA)

使用自动编码器 (GESTA) 在束束成像中生成采样

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000221

26. MS-CLAM: Mixed supervision for the classification and localization of tumors in Whole Slide Images

MS-CLAM：整个幻灯片图像中肿瘤分类和定位的混合监督

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000245

27. Distilling sub-space structure across views for cardiac indices estimation

跨视图提取子空间结构以估计心脏指数

论文链接：https://www.sciencedirect.com/science/article/pii/S1361841523000257