| 2026-11-01 | MedReShaper: Mesh-Based AI for 3D Anatomical Shape Completion in Orbital Fracture Reconstruction with Controlled Technical Validation | Medical Image Analysis | Yao Gao, Xijin Du, Feng Li et al. | |
| 2026-10-27 | Joint segmentation of pancreatic tumors and peripancreatic vessels via a clinical risk-aware uncertainty alignment framework | Medical Image Analysis | Wenli Fu, Hongzhang Zhu, Tao Chen et al. | Shanghai Jiao Tong University; The First Affiliated Hospital, Sun Yat-sen University; Renji Hospital |
| 2026-10-27 | Learning discriminative prototypes via Variational Information Bottleneck for multimodal cancer survival prediction | Medical Image Analysis | Zhiyong Tan, Ruifen Cao, 魏丕敬 et al. | Anhui University; Xinjiang Medical University |
| 2026-10-27 | A latent ODE approach to full-cycle biventricular cardiac motion modeling from cine MRI | Medical Image Analysis | David Brüggemann, Ekaterina Krymova, Fırat Özdemir et al. | ETH Zurich; Swiss Data Science Center; École Polytechnique Fédérale de Lausanne; … |
| 2026-10-24 | ConComp: Constraining and compensating latent representations for semi-supervised medical image segmentation | Medical Image Analysis | Jie Yang, Y. Wang, Junchao Fan et al. | Chongqing University of Posts and Telecommunications; Stomatological Hospital of Chongqing Medical University |
| 2026-10-24 | Editorial Board | Medical Image Analysis | | |
| 2026-10-24 | 4DLoG: Generative modeling of neurodegenerative brain anatomy with 4D longitudinal diffusion model | Medical Image Analysis | Nivetha Jayakumar, Swakshar Deb, Bahram Jafrasteh et al. | University of Virginia; Cornell University; Weill Cornell Medicine |
| 2026-10-19 | Unsupervised monocular endoscopic depth estimation and overestimation | Medical Image Analysis | Wenkang Fan, Hao Fang, Xuyang Feng et al. | Xiamen University; Zhongshan Hospital of Xiamen University; First Affiliated Hospital of Xiamen University |
| 2026-10-19 | Distribution matching based personalized federated learning for multi-center, cross-modal liver image registration | Medical Image Analysis | Rencheng Zheng, Hang Yu, Xinran Wu et al. | Fudan University; Shanghai Jiao Tong University; Ruijin Hospital; … |
| 2026-10-17 | Hierarchical visual prompt disentanglement for continual rare disease diagnosis | Medical Image Analysis | Yang Hu, Yuanyuan Chen, Qingjie Zeng et al. | Northwestern Polytechnical University; Xi'an Jiaotong University |
| 2026-10-12 | Geometry-Guided Graph Encoding Network (G3e-Net) for Patient-Specific Prediction of Vascular Haemodynamics | Medical Image Analysis | Linyu Qin, Shuaitong Zhang, Xuyang Zhang et al. | Beijing Institute of Technology; Chinese PLA General Hospital; Capital Medical University; … |
| 2026-10-12 | PaSTA: Fast parametric inference of significance for spatial associations between brain maps | Medical Image Analysis | Yuanzhe Liu, Andrew Zalesky | The University of Melbourne |
| 2026-10-12 | Performance uncertainty in medical image analysis: A large-scale investigation of confidence intervals | Medical Image Analysis | Pascaline André, Charles Heitz, Evangelia Christodoulou et al. | Centre National de la Recherche Scientifique; Inserm; Sorbonne Université; … |
| 2026-10-10 | Towards scalable cancer prognosis by aligning semi-supervised learning with survival modeling | Medical Image Analysis | Yi Huang, Linghan Cai, Ziliang Feng et al. | Sichuan University; Fudan University; Pudong Medical Center; … |
| 2026-10-10 | Streamline pathology foundation model by cross-magnification distillation | Medical Image Analysis | Ziyu Su, Abdul Akbar, Usama Sajjad et al. | The Ohio State University Wexner Medical Center; The Ohio State University |
| 2026-10-09 | A unified and domain-robust framework enables controllable multimodal brain MRI synthesis | Medical Image Analysis | Haoye Zheng, Zhen Xing, Liuhong Zhu et al. | Xiamen University; First Affiliated Hospital of Fujian Medical University; Fudan University; … |
| 2026-10-07 | ROI-informed cross-modal supervised contrastive learning for multimodal depression classification using rs-fMRI and T1-weighted MRI | Medical Image Analysis | Jinmo Byeon, Hakjin Lee, MyeongGyun Jang et al. | Korea University; Ewha Womans University |
| 2026-10-07 | Mind the Gap: A survey of chronic wound datasets, methods, and clinical translation | Medical Image Analysis | Anum Fatima, Moi Hoon Yap, Neil D. Reeves et al. | Manchester Metropolitan University; Lancaster University |
| 2026-10-06 | HyM2Surv: Hypergraph learning for cross-magnification and microbiome-attentive multimodal survival prediction | Medical Image Analysis | Fengyun Zhang, Kaimiao Hu, Changming Sun et al. | Tianjin University; Data61; Tianjin Medical University Cancer Institute and Hospital; … |
| 2026-10-06 | UPER: A Unified Polyhedral Representation for universal multi-dimensional diffusion MRI image modeling | Medical Image Analysis | Tianyuan Yao, Zhiyuan Li, Michael Kim et al. | Vanderbilt University; Park University; Vanderbilt University Medical Center; … |
| 2026-10-06 | A self-navigated framework for motion detection and spoke-reordering musculoskeletal dynamic reconstruction in 3D radial MRI | Medical Image Analysis | Enping Lin, Fatih Calakli, Musa Tunç Arslan et al. | Boston Children's Hospital; Harvard University |