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Medical Image Analysis|May 27, 2023
Cerebrovascular super-resolution 4D Flow MRI - Sequential combination of resolution enhancement by deep learning and physics-informed image processing to non-invasively quantify intracranial velocity, flow, and relative pressureE Ferdian, D Marlevi, J Schollenberger, et al.
Medical Image Analysis|May 28, 2023
ImUnity: A generalizable VAE-GAN solution for multicenter MR image harmonizationStenzel Cackowski, Emmanuel L Barbier, Michel Dojat, et al.
Medical Image Analysis|March 2, 2026
Robust fine-grained echocardiographic view classification with supervised contrastive learningPreshen Naidoo, Patricia Fernandes, Nasim Dadashi Serej, et al.
Medical Image Analysis|February 28, 2026
Dual selective gleason pattern-aware multiple instance learning with uncertainty regularization for grade group prediction in histopathology imagesXinyu Hao, Hongming Xu, Jingdong Zhang, et al.
Medical Image Analysis|February 20, 2026
SAM-driven cross prompting with adaptive sampling consistency for semi-supervised medical image segmentationJuzheng Miao, Cheng Chen, Yuchen Yuan, et al.
Medical Image Analysis|February 18, 2026
Neurobridge: Bridging functional and structural brain networks via neural coupling and consistency-Guided dynamic graph learningYueying Li, Rui Dong, Xiaoyun Liu, et al.
Medical Image Analysis|November 23, 2024
TSdetector: Temporal-Spatial self-correction collaborative learning for colonoscopy video detectionKai-Ni Wang, Haolin Wang, Guang-Quan Zhou, et al.
Medical Image Analysis|November 14, 2024
Large-scale multi-center CT and MRI segmentation of pancreas with deep learningZheyuan Zhang, Elif Keles, Gorkem Durak, et al.
Medical Image Analysis|November 29, 2024
A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyondJunyu Chen, Yihao Liu, Shuwen Wei, et al.
Medical Image Analysis|December 2, 2024
Prediction of the upright articulated spine shape in the operating room using conditioned neural kernel fieldsSylvain Thibeault, Marjolaine Roy-Beaudry, Stefan Parent, et al.
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