Med Image Anal

Real-time volumetric CBCT reconstruction using surface and X-ray imaging for image-guided radiotherapy.

TopoTxR: A topology-guided deep convolutional network for breast parenchyma learning on DCE-MRIs.

TopoTxR：一种基于拓扑引导的深度卷积网络，用于在 DCE-MRI 上学习乳腺实质

Prototyping optimization-based image reconstructions from limited-angular-range data in dual-energy CT.

Deep learning microstructure estimation of developing brains from diffusion MRI: A newborn and fetal study

通过扩散 MRI 对发育中的大脑进行深度学习微结构估计：一项新生儿和胎儿研究

FedFTN: Personalized federated learning with deep feature transformation network for multi-institutional low-count PET denoising.

Memory consistent unsupervised off-the-shelf model adaptation for source-relaxed medical image segmentation.

针对源松弛医学图像分割的内存一致性无监督现成模型自适应

Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images.

Surgical data science - from concepts toward clinical translation.

Deformable MR-CT image registration using an unsupervised, dual-channel network for neurosurgical guidance.

Selective identification and localization of indolent and aggressive prostate cancers via CorrSigNIA: an MRI-pathology correlation and deep learning framework.

通过 CorrSigNIA 选择性识别和定位惰性和侵袭性前列腺癌：MRI 病理相关性和深度学习框架