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Medical Image Analysis cover

Medical Image Analysis

IF11.8
Papers3845
Citations24172
Journal Papers 3733
Publication Date
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A nested optimization framework for sound speed imaging and uncertainty estimation in ultrasound computed tomography via Mamba-regularized full waveform inversion
deleteMedical Image Analysis
IF11.8
delete2026-09-26
delete0
PREAI
deleteWeicheng Yan; Yun Wu; Xiaolu Zeng; Qiude Zhang; Zesong Wang; Hui Zhang; Zhaohui Liu; Hongrui Tan; Zhitao Cheng; Mingyue Ding; Ming Yuchi; Wu Qiu
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OCTFlow: Unified conditional generation for balanced classification and annotated segmentation in retinal OCT
deleteMedical Image Analysis
IF11.8
delete2026-09-25
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PREAI
deleteSicheng Li; Mai Dan; Xiaoyun Zhu; Yuhui Chu; Yunpeng Zhao; Pengpeng Zhao
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Topology-aware unsupervised domain adaptation for curvilinear structure segmentation
deleteMedical Image Analysis
IF11.8
delete2026-09-24
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PREAI
deleteGözde Merve Demirci; Chia-Ling Tsai; Jiaqi Yang; Chao Chen; Wei-Chi Wu
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: Towards trustworthy incomplete modality diagnosis via dual-axis adaptive completion and confidence-aware integration
deleteMedical Image Analysis
IF11.8
delete2026-09-23
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PREAI
deleteJing Li; Qinkai Yu; Feixiang Zhou; Dongbo Zhang; Bo Huang; Yitian Zhao; Deng-Ping Fan; Huazhu Fu; Yalin Zheng; Yanda Meng
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FPGL: A meta-learned implicit neural representation framework for medical image segmentation
deleteMedical Image Analysis
IF11.8
delete2026-09-23
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PREAI
deleteKushal Vyas; Daniel Kim; Tucker Netherton; Ashok Veeraraghavan; Guha Balakrishnan
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Micro-ultrasound super-resolution with geometry-driven consistency models
deleteMedical Image Analysis
IF11.8
delete2026-09-23
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PREAI
deleteKaifeng Pang; Kai Zhao; Qi Miao; Alex Ling Yu Hung; Changsuk Oh; Raymi Ramirez; Qiudi He; Jordan Klein; Wei Shao; Wayne Brisbane; Kyunghyun Sung
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Meta-analysis prompt guided multi-task graph transformer for joint analysis of cognitive deficits and psychiatric disorders
deleteMedical Image Analysis
IF11.8
delete2026-09-23
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PREAI
deleteJing Xia; Yi Hao Chan; Zhiyong Zhao; Xiaohui Ma; Jagath C. Rajapakse; Dan Wu
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CoilDrop-MRI: Self-supervised physics-guided MRI reconstruction with coil dropout
deleteMedical Image Analysis
IF11.8
delete2026-09-19
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PREAI
deleteTongxi Song; Ziyu Li; Zihan Li; Wen Zhong; Congyu Liao; Yang Yang; Hua Guo; Wenchuan Wu; Qiyuan Tian
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State-change learning for prediction of future events in endoscopic videos
deleteMedical Image Analysis
IF11.8
delete2026-09-18
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deleteSaurav Sharma; Chinedu Innocent Nwoye; Didier Mutter; Nicolas Padoy
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MoRe-3DGSMR: Motion-resolved reconstruction framework for free-breathing pulmonary MRI based on 3D Gaussian representation
deleteMedical Image Analysis
IF11.8
delete2026-09-18
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PREAI
deleteTengya Peng; Ruyi Zha; Qing Zou
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RACR-MIL: Rank-aware contextual reasoning for weakly supervised grading of squamous cell carcinoma using whole slide images
deleteMedical Image Analysis
IF11.8
delete2026-09-17
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PREAI
deleteAnirudh Choudhary; Mosbah Aouad; Krishnakant Saboo; Angelina Hwang; Jacob Kechter; Blake Bordeaux; Puneet Bhullar; David DiCaudo; Steven Nelson; Nneka Comfere; Emma Johnson; Olayemi Sokumbi; Jason Sluzevich; Leah Swanson; Dennis Murphree; Aaron Mangold; Ravishankar Iyer
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Vertex-Wise Biomechanical Sensitivity Mapping of Subcortical Structures under Atrophy in Parkinson’s Disease
deleteMedical Image Analysis
IF11.8
delete2026-09-16
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PREAI
deleteArina Olentcevich; Shuli Guo; Lina Han
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RadGS-Reg+: Teacher-student radiative Gaussian reconstruction and 3D/3D registration for lumbar CT/X-ray registration
deleteMedical Image Analysis
IF11.8
delete2026-09-15
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PREAI
deleteJunfeng Jiang; Ao Shen; Zhan Wang; Xueming Fu; Zhengming Chen; Luming Nong; Feng Wang; Shaohua Kevin Zhou
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Adaptive concept rule learning for interpretable and generalizable medical image classification
deleteMedical Image Analysis
IF11.8
delete2026-09-15
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PREAI
deleteYibo Gao; Hangqi Zhou; Zheyao Gao; Bomin Wang; Shangqi Gao; Sihan Wang; Xiahai Zhuang
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SurgTPGS++: Text-promptable Gaussian Splatting with dense features aggregation for semantic 4D surgical scene understanding
deleteMedical Image Analysis
IF11.8
delete2026-09-15
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PREAI
deleteYiming Huang; Long Bai; Beilei Cui; Kun Yuan; Guankun Wang; Mobarak I. Hoque; Nicolas Padoy; Nassir Navab; Hongliang Ren
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Multi-contrast MRI acceleration via post-reconstruction fusion
deleteMedical Image Analysis
IF11.8
delete2026-09-14
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deleteAlexander Nazarov; Nahum Kiryati; Dani Roizen; Ariel Kerpel; Chen Hoffmann; Gahl Greenberg; Arnaldo Mayer
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Multifrequency Neural Network-based Wave Inversion in MR Elastography with Uncertainty Quantification
deleteMedical Image Analysis
IF11.8
delete2026-09-11
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deleteHéloïse Bustin; Tom Meyer; Jakob Jordan; Lars Walczak; Heiko Tzschätzsch; Ingolf Sack; Anja Hennemuth
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Quantitative mapping from conventional MRI using self-supervised physics-guided deep learning: Applications to a large-scale, clinically heterogeneous dataset
deleteMedical Image Analysis
IF11.8
delete2026-09-09
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deleteJelmer van Lune; Stefano Mandija; Oscar van der Heide; Matteo Maspero; Martin B. Schilder; Jan Willem Dankbaar; Cornelis A.T. van den Berg; Alessandro Sbrizzi
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GAA-DETR: Query-level gaze alignment for end-to-end lesion detection
deleteMedical Image Analysis
IF11.8
delete2026-09-09
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PREAI
deleteYan Kong; Sheng Wang; Yuan Yin; Qian Wang; Yuqi Fang; Caifeng Shan
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Learning efficient non-rigid registration in k-space for accelerated Magnetic Resonance Imaging
deleteMedical Image Analysis
IF11.8
delete2026-09-08
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deleteAya Ghoul; Kerstin Hammernik; Andreas Lingg; Patrick Krumm; Daniel Rueckert; Sergios Gatidis; Thomas Küstner
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