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Medical Image Analysis cover

Medical Image Analysis

IF11.8
Papers3774
Citations32059
Journal Papers 3774
Publication Date
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Unsupervised denoising of diffusion-weighted images with bias and variance corrected noise modeling
deleteMedical Image Analysis
IF11.8
delete2026-11-12
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PREAI
deleteJine Xie; Zhicheng Zhang; Yunwei Chen; Yanqiu Feng; Xinyuan Zhang
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ASAM: Adaptive cortical surface representation via dynamic local aggregation and hybrid Attention–Mamba global modeling
deleteMedical Image Analysis
IF11.8
delete2026-11-12
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deleteSy Dat Tran; Hye Jin Yoon; Jin Kyu Gahm
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LifespanFix: Semi-supervised cortical correction across the human lifespan
deleteMedical Image Analysis
IF11.8
delete2026-11-12
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PREAI
deleteTong Wang; Yue Sun; Limei Wang; Gang Li; Weili Lin; Li Wang
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Pre-training everywhere: Parameter-efficient fine-tuning for medical image analysis via target parameter pre-training
deleteMedical Image Analysis
IF11.8
delete2026-11-11
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PREAI
deleteXingliang Lei; Yiwen Ye; Zhisong Wang; Ziyang Chen; Minglei Shu; Weidong Cai; Yanning Zhang; Yong Xia
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Hierarchical causal construction for semantic-granularity-aligned counterfactual medical image generation
deleteMedical Image Analysis
IF11.8
delete2026-11-09
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PREAI
deleteZhizhong Fu; Wei Zhou; Zhaoyang Jiang; Yudong Lin; Gaoming Li; Yuke Cao; Yifu Hou; Xiaorong Ding; Qiang Yan; Yifan Chen
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SurgPace: Complexity-aware progressive distillation for surgical multimodal large language models
deleteMedical Image Analysis
IF11.8
delete2026-11-07
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PREAI
deleteZhicheng He; Xiaohan Xing; Hongqiu Wang; Kun Yuan; Guankun Wang; Yanheng Li; Haoxuan Che; Nassir Navab; Hongliang Ren; Long Bai
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Tuda: Tucker-parameterized unified dual-stream asymmetric architecture for label-free 3D subcellular structure prediction
deleteMedical Image Analysis
IF11.8
delete2026-11-07
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PREAI
deleteHuangxin Xu; Qizhe Liu; Jue Hou; Yi Ding; Long Lei; Ying Hu; Zenan Wang
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MoCE-GAN: Mixture of Complexity Experts with generative adversarial networks for image restoration in sparse-view and limited-view photoacoustic tomography
deleteMedical Image Analysis
IF11.8
delete2026-11-07
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PREAI
deleteZhihao Chen; Ting Feng; Dean Ta
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Joint-Embedding Self-Supervised Representation Learning for Robust Cone-Beam CT Segmentation
deleteMedical Image Analysis
IF11.8
delete2026-11-05
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PREAI
deleteXiaoqian Chen; Minxiao Wang; Vanessa L. Wildman; Ryan James Sanford; Lei “Richard” Qiu; Aparna H. Kesarwala; Xiaofeng Yang
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ContextMRI: Enhancing compressed sensing MRI through metadata conditioning
deleteMedical Image Analysis
IF11.8
delete2026-11-03
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PREAI
deleteHyungjin Chung; Dohun Lee; Zihui Wu; Byung-Hoon Kim; Katherine L. Bouman; Jong Chul Ye
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Depth-compensated regularization for volumetric inverse electrocardiography
deleteMedical Image Analysis
IF11.8
delete2026-11-03
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PREAI
deleteJorge Vicente Puig; Ole Løseth Elvetun; Bjørn Fredrik Nielsen; Judit Chamorro-Servent; Ismael Hernández Romero
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Meta-PET: A graininess-modulated test-time adaptive network for low-count PET denoising
deleteMedical Image Analysis
IF11.8
delete2026-11-02
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PREAI
deleteMinghan Fu; Lin Sun; Xiujuan Lei; Fang-Xiang Wu
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Corrigendum to “Lesion-aware visio-linguistic context regularization for radiology report generation” [Medical Image Analysis 115 (2027) 104302]
deleteMedical Image Analysis
IF11.8
delete2026-11-02
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PREAI
deleteGuanqun Sun; Yunbin Tu; Yingying Zhu; Liang Wan; Qun Jin; Jianhua Ma
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MedReShaper: Mesh-Based AI for 3D Anatomical Shape Completion in Orbital Fracture Reconstruction with Controlled Technical Validation
deleteMedical Image Analysis
IF11.8
delete2026-11-01
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PREAI
deleteYao Gao; Xijin Du; Feng Li; Lei Tian; Yucheng Guo; Frederick Van der Cruyssen; Ron Kikinis; Xiaojun Chen; Jeroen Van Dessel; Yi Sun; Robin Willaert
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Joint Segmentation of Pancreatic Tumors and Peripancreatic Vessels via Clinical Risk-Aware Uncertainty Alignment Framework
deleteMedical Image Analysis
IF11.8
delete2026-10-26
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PREAI
deleteWenli Fu; Hongzhang Zhu; Tao Chen; Xiaohua Qian
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Learning discriminative prototypes via Variational Information Bottleneck for multimodal cancer survival prediction
deleteMedical Image Analysis
IF11.8
delete2026-10-26
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PREAI
deleteZhiyong Tan; Ruifen Cao; Pijing Wei; Yansen Su; Chunhou Zheng
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A latent ODE approach to full-cycle biventricular cardiac motion modeling from cine MRI
deleteMedical Image Analysis
IF11.8
delete2026-10-26
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deleteD. Brüggemann; E. Krymova; F. Ozdemir; J. von Spiczak; S. Kozerke; S. Mora; R. Manka; M. Salzmann; O.V. Demler
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4DLoG: Generative modeling of neurodegenerative brain anatomy with 4D longitudinal diffusion model
deleteMedical Image Analysis
IF11.8
delete2026-10-24
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PREAI
deleteNivetha Jayakumar; Swakshar Deb; Bahram Jafrasteh; Qingyu Zhao; Miaomiao Zhang
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ConComp: Constraining and compensating latent representations for semi-supervised medical image segmentation
deleteMedical Image Analysis
IF11.8
delete2026-10-24
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PREAI
deleteJie Yang; Yongchao Wang; Junchao Fan; Yang Wei; Xiuli Bi; Nannan Huang; Bin Xiao
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Unsupervised monocular endoscopic depth estimation and overestimation
deleteMedical Image Analysis
IF11.8
delete2026-10-19
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PREAI
deleteWenkang Fan; Hao Fang; Xuyang Feng; Enqi Qiu; Hongzhi Xu; Guangcheng Luo; Xiongbiao Luo
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