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ORCIDMedical Image Analysis, Volume 112
Volume 112, 2026
- Yuxiao Liu
, Kaicong Sun, Yaping Wu, Xin Lin, Yan Bai, Long Yang, Weilin Zhou, Haoyue Yuan, Xintong Wu, Yichu He, Qingxia Wu, Zeng-Yang Che, Yiqiang Zhan, Sean Zhou, Dijia Wu, Feng Shi, Meiyun Wang, Dinggang Shen:
A hierarchical prompt and prototype learning framework for brain disorder classification. 104063 - Xilin Dang, Kang Li, Pheng-Ann Heng:
Advancing radiograph representation learning via cascading graph alignment for vision-language clinical concepts. 104064 - Ke Zhang, Bomin Wang, Hangqi Zhou, Xiahai Zhuang:
ZScribbleSeg: A comprehensive segmentation framework with modeling of efficient annotation and maximization of scribble supervision. 104074 - Finn Behrendt, Debayan Bhattacharya, Lennart Maack, Julia Krüger, Roland Opfer, Alexander Schlaefer:
A review of deep learning-based Unsupervised Anomaly Detection in brain MRI. 104076 - Fatma Ezgi Ögülmüs, Shahaddin Gafarov, Yasin Almalioglu, B. Handan Özdemir, Alev Ok Atilgan, Derya Demir, Özlem Özen, G. Evren Keles, Tamer Kahveci, Mehmet Turan:
SPACT: A clustering-driven multi-modal framework for survival prediction using genomic and histopathology data. 104078 - Xiaowu Sun, Theofilos Belmpas, Ortal Yona Senouf, Emmanuel Abbe, Pascal Frossard, Bernard De Bruyne, Denise Auberson, Olivier Muller, Stéphane Fournier, Thabo Mahendiran, Dorina Thanou:
Future cardiovascular events prediction from invasive coronary angiography: A graph representation learning perspective. 104079 - Yuwei Cao, Tingting Dan, Yang Yang, Guorong Wu:
Geo-Mamba: Geometry-informed state-space learning of functional brain organization. 104081 - Zhonghang Zhu, Erik Meijering, Liansheng Wang:
M2OTCA: Multiple-magnification optimal transport-based cross-attention learning for whole slide image classification. 104082 - Angelo Henriques, Korab Hoxha, Daniel Zapp, Peter C. Issa, Nassir Navab, M. Ali Nasseri:
Decoding the surgical scene: A scoping review of scene graphs in surgery. 104083 - Xingwen Fu, Yuqing Yang, Ruonan Wang, Yidi Cao, Yujie Ma, Xiaolin Ning:
ISDR-Net: Interpretable Self-Supervised Differentiable Rendering Network for monocular dynamic sensor-head pose tracking and registration. 104084 - Zhaohong Pan, Haowei Zhou, Qi Ren, Xiaorong Hou, Jingjing Dai, Xuan Liu, Yongxin Che, Xueqiang Zhao, Yaoqin Xie, Zhicheng Li, Dong Liang, Xiaokun Liang:
X2Shape: CT-free 3D multi-organ reconstruction with biplanar X-rays. 104085 - Gen Shi, Wenxuan Zou, Jie He, Siao Lei, Zining Liu, Hui Zhang, Jie Tian:
Multimodal structure-guided diffusion model for Magnetic Particle Imaging reconstruction. 104086 - Antoine Théberge, Zineb El Yamani, Muhamed Barakovic, Stefano Magon, Joseph Yuan-Mou Yang, Maxime Descoteaux, François Rheault, Pierre-Marc Jodoin:
BundleParc: Consistent white matter bundle parcellation without tractography. 104087 - Zhentao Liu, Huangxuan Zhao, Wenhui Qin, Zhenghong Zhou, Xinggang Wang, Wenping Wang, Xiaochun Lai, Dinggang Shen, Zhiming Cui:
3D vessel reconstruction from sparse-view dynamic DSA images via vessel probability guided attenuation learning. 104088 - Bingchao Zhao, Jingxin Luo, Jiatai Lin, Tianpeng Deng, Zaiyi Liu, Guoqiang Han, Ying Wang, Chu Han:
FKDNuSeg: Flawless knowledge distillation for lightweight and fast nuclei instance segmentation and classification. 104089 - Zifeng Lian, Jiameng Liu, Jiawei Huang, Shijie Huang, Xiaoye Li, Han Zhang, Zhiming Cui, Feng Shi, Dinggang Shen:
UniSurf: Universal lifespan cortical surface reconstruction. 104090 - Zhenghua Xu, Yujun Zhang, Bo Li, Gaoxi Zhou, Xianglin Lu, Thomas Lukasiewicz:
Advancing federated semi-supervised medical image segmentation: A duo of interactive denoising pseudo-labels and convolutional contrastive learning. 104091 - Wenyao Xia, Wes Hodges, Muhan Liu, Jonathan C. Lau, Terry M. Peters, Elvis C. S. Chen:
Calibration-free 3D-2D surface registration for image guided intervention. 104092 - Mingen Zhang, Yuanyuan Gu, Meng Wang, Lei Mou, Jingfeng Zhang, Yitian Zhao:
YoloSeg: You only label once for medical image segmentation. 104093 - Weiyuan Lin, Juntao Zhong, Zhifan Gao, Jinfeng Chen, Jichao Zhao, Weiwen Wu, Chenchu Xu, Changzheng Shi, Zhihui Zhang, Xiujian Liu:
Adversarial-consistency enhanced implicit segmentation field for weakly supervised 3D cardiac image segmentation. 104094 - Federico Bolelli, Luca Lumetti, Niels van Nistelrooij, Shankeeth Vinayahalingam, Mattia Di Bartolomeo, Kevin Marchesini, Arrigo Pellacani, Ettore Candeloro, Gabriele Rosati, Tong Xi, Fabian Isensee, Yannick Kirchhoff, Lars Krämer, Maximilian Rokuss, Constantin Ulrich, Klaus Maier-Hein, Yuxian Jiang, Yusheng Liu, Lisheng Wang, Haoshen Wang, Siyu Chen, Zhiming Cui, Pengcheng Shi, Zhaohong Pan, Xiaokun Liang, Qi Ma, Ender Konukoglu, Marek Wodzinski, Henning Müller, Haipeng Mai, Xiaobing Dang, Shrajan Bhandary, Radu Grosu, Stefaan Berge', Alexandre Anesi, Costantino Grana:
Multi-structure segmentation in CBCT volumes: The ToothFairy2 challenge. 104095 - Zhipeng Deng, Zhe Xu, Tsuyoshi Isshiki, Yefeng Zheng:
FedSemiDG: Domain generalized federated semi-supervised medical image segmentation. 104096 - Shuo Huang, Lujia Zhong, Yonggang Shi:
Diffusion-based generative fiber orientation restoration from severe signal loss in diffusion-weighted MRI. 104097 - Chenhui Wang, Sirong Piao, Zhihao Chen, Tao Chen, Zhaoyang Li, Tongrui Zhang, Yuxin Li, Xing-Ming Zhao, Hongming Shan:
E 2 AD: Enhanced and explainable Alzheimer's disease detection framework via anatomy- and relation-aware cross-modal knowledge distillation. 104099 - Jia Mi, Caiwen Jiang, Xiaosong Xiong, Yulin Wang, Kaicong Sun, Xiaohuan Cao, Dinggang Shen:
Learning dual-scale context with overlap awareness for keypoint-driven partial-overlap medical image registration. 104100 - Qingyuan Zhang, Qiuyue Fu, Xuping Zhang, Xuecheng Wang, Chidao Chen, Zhao Zhang, Peng Wang:
From structural complexity to causal representation: A dynamic fractal-attention framework for fine-grained ovarian tumor classification in ultrasound. 104101 - Shaoxuan Wu, Xiao Zhang, Jingkun Chen, Xinyu Zhang, Yaqiong Xing, Jun Feng:
GiTNet: A graph-based trajectory-informed network for gaze-supervised medical image segmentation. 104112 - Bramsh Qamar Chandio, Emanuele Olivetti, David Romero-Bascones, Sophia I. Thomopoulos, Julio E. Villalon-Reina, Talia M. Nir, Jaroslaw Harezlak, Paul M. Thompson, Eleftherios Garyfallidis:
BundleWarp: Enhancing white matter tractometry and morphometry with precise neuronal mapping using streamline-based nonlinear registration. 104114 - Jiatai Lin, Qian Li, Yanfen Cui, Bingchao Zhao, Tianpeng Deng, Jingqi Huang, Zhenwei Shi, Enming Cui, Zaiyi Liu, Ke Zhao, Chu Han, Yanqi Huang:
Unsupervised single-domain generalization for tissue classification via progressive domain transformation. 104118 - Lei Fan, Arcot Sowmya, Erik Meijering, Zhen Yu, Zongyuan Ge, Yang Song:
Medical hierarchical image classification via dual-geometry image-text learning. 104120 - Dwarikanath Mahapatra, Sudipta Roy, Mauricio Reyes:
Disentangled generative uncertainty-aware multi-modal diffusion segmentation of medical images. 104122
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