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Medical Image Analysis|September 13, 2025
IterMask3D: Unsupervised anomaly detection and segmentation with test-time iterative mask refinement in 3D brain MRIZiyun Liang, Xiaoqing Guo, Wentian Xu, et al.
Medical Image Analysis|September 17, 2025
Developing a knowledge-guided federated graph attention learning network with a diffusion module to diagnose Alzheimer's diseaseXuegang Song, Kaixiang Shu, Peng Yang, et al.
Medical Image Analysis|September 23, 2025
Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentationFenghe Tang, Qingsong Yao, Wenxin Ma, et al.
Medical Image Analysis|September 23, 2025
Correlation Routing Network for Explainable Lesion Classification in Multi-Parametric Liver MRIFakai Wang, Zhehan Shen, Huimin Lin, et al.
Medical Image Analysis|August 19, 2025
Speckle2Self: Self-supervised ultrasound speckle reduction without clean dataXuesong Li, Nassir Navab, Zhongliang Jiang
Medical Image Analysis|September 10, 2025
EndoChat: Grounded multimodal large language model for endoscopic surgeryGuankun Wang, Long Bai, Junyi Wang, et al.
Medical Image Analysis|September 11, 2025
SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical featuresZhuoshuo Li, Jiong Zhang, Youbing Zeng, et al.
Medical Image Analysis|September 29, 2025
GAGM: Geometry-aware graph matching framework for weakly supervised gyral hinge correspondenceZhibin He, Wuyang Li, Tianming Liu, et al.
Medical Image Analysis|August 7, 2025
Contrastive learning and prior knowledge-induced feature extraction network for prediction of high-risk recurrence areas in GliomasBoya Wu, Jianyun Cao, Wei Xiong, et al.
Medical Image Analysis|August 7, 2025
Pixel-wise recognition for holistic surgical scene understandingNicolás Ayobi, Santiago Rodríguez, Alejandra Pérez, et al.
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