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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 - Lifan Long, Yilun Li, Daoqiang Zhang, Yan Wang:
MoHD: Multi-mOdal survival prediction through Hierarchical Decoupling of whole-slide image pyramids and genomics. 104098 - Shenghao Zhu, Yifei Chen, Weihong Chen, Shuo Jiang, Guanyu Zhou, Yuanhan Wang, Feiwei Qin, Changmiao Wang, Qiyuan Tian:
No modality left behind: Adapting to missing modalities via knowledge distillation for brain tumor segmentation. 104108 - Linda Wei, Chang Liu, Wenran Zhang, Yuxuan Hu, Ruiyang Li, Feng Qi, Changyao Tian, Ke Wang, Yuanyuan Wang, Shaoting Zhang, Dimitris N. Metaxas, Hongsheng Li:
MADCrowner: Margin Aware Dental Crown design with template deformation and refinement. 104113 - Michael Tänzer, Eun Ji Lim, Huaqi Qiu, Camila Munoz, Andrew D. Scott, Dudley Pennell, Pedro F. Ferreira, Daniel Rueckert, Guang Yang, Sonia Nielles-Vallespin:
Simultaneous multi-slice Cardiac Diffusion Tensor Imaging with variable CAIPIRINHA shifts and artefact-aware AI. 104115 - Fuze Cong, Wenyi Deng, Xiuli Li, Zaiyi Liu, Longjiang Zhang, Yan Xing, Zhengyu Jin, Yizhou Yu, Huadan Xue:
Effective registration-free dual-phase segmentation for pancreas and pancreatic mass via symmetrical selective feature integration. 104116 - Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang:
Autodidactic dense anatomical models. 104117 - Chunyan Liu, Tongle Wu, Hong Wang, Dianlin Hu, Bin Zhang, Jianjun Wang:
Low-complexity reconstruction of low-dose spectral CT via double low-rank tensor factorization with adaptive transforms. 104119 - Jia Fu, Litingyu Wang, He Li, Zihao Luo, Huamin Wang, Chenyuan Bian, Zijun Gao, Chunbin Gu, Xin Weng, Jianghao Wu, Yicheng Wu, Jin Ye, Linhao Li, Yiwen Ye, Yong Xia, Elias Tappeiner, Fei He, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Junqiang Chen, Chuanyi Huang, Lisheng Wang, Zhaohu Xing, Hongqiu Wang, Lei Zhu, Shichuan Zhang, Shaoting Zhang, Wenjun Liao, Guotai Wang:
SegRap2025: A benchmark of gross tumor volume and lymph node clinical target volume Segmentation for Radiotherapy Planning of nasopharyngeal carcinoma. 104121 - Dong Yang, Yao Xu, Zihan Sun, Zhen Zhang, Weigang Hu, Jiazhou Wang:
VQ-DoseNet: A vector quantized model for stochastic radiotherapy dose prediction. 104123 - Yiding Wang, Longyun Chen, Chen Qiao:
Continuous-time causal distribution learning with identifiability for brain dynamic effective connectivity inference. 104124 - Zuqi Huang, Mengxin Tian, Huan Liu, Wentao Li, Baobao Liang, Jie Wu, Fang Yan, Zhaoqing Tang, Zhongyu Li:
Rank-aware agglomeration of foundation models for immunohistochemistry image cell counting. 104125 - Yujia Li, Han Li, Zhuowei Xu, S. Kevin Zhou:
CLIS: Causality-inspired Longitudinal Image Synthesis and its application to Alzheimer's disease characterization. 104126 - Hongcheng Han, Zhiqiang Tian, Minghao Wang, Yutong Zhang, Dong Zhang, Qinbo Guo, Jue Jiang, Hui Guo, Shaoyi Du, Juan Wang:
AsyCMST: Asymmetric cross-modal spatio-temporal learning for multimodal ultrasound nodule recognition. 104127 - Shiqi Zhou, Yuancong Liang, Huihui Fang, Di Liu, Li Wei, Ziyang Chen, Yong Xia, Chubin Ou, Yihao Li, Yubo Tan, Bo Yang, Haojie Yin, Chengcheng Feng, Hao Zhou, Hrvoje Bogunovic, Huazhu Fu, Fei Li, Xiulan Zhang, Yanwu Xu:
STAGE challenge: Structural-Functional Transition in Glaucoma Assessment. 104128 - Pengfei Yan, Xuesha Xing, Minglei Li, Jilun Tian, Jiusi Zhang, Xiang Li, Yuchen Jiang, Hao Luo, Xianli Zhou, Hang Zhou:
Clinical knowledge constrained multi-task learning framework for breast cancer diagnosis using ultrasound videos. 104129 - Tao Wang, Zhenxuan Zhang, Yuanbo Zhou, Xinlin Zhang, Yuanbin Chen, Tao Tan, Guang Yang, Tong Tong:
From noisy labels to intrinsic structure: A geometric-structural dual-guided framework for noise-robust medical image segmentation. 104130 - María Termenón-Rivas, Giada S. Romitti, Javier Barrios-Álvarez de Arcaya, Sanjiv M. Narayan, Alejandro Liberos, Miguel Rodrigo:
Electrophysiologically-informed digital twins for atrial fibrillation. 104131 - Chenglin Ning, Tianshu Zheng, Yiwei Chen, Yongquan Huang, Xinyi Xu, Haoan Xu, Mingyang Li, Ruoke Zhao, Ruike Chen, Jing Xiao, Dan Wu:
Spatio-temporal reconstruction of early brain developmental trajectories via self-supervised learning. 104132 - Luohong Wu, Matthias Seibold, Nicola Alessandro Cavalcanti, Yunke Ao, Roman Flepp, Aidana Massalimova, Lilian Calvet, Philipp Fürnstahl:
NeuralBoneReg: An instance-specific label-free point cloud-based method for multi-modal bone surface registration. 104133 - Tom Blöcker, Pia A. W. Görts, Yiling Wang, Elia Lombardo, Adrian Thummerer, Yu Fan, Yue Zhao, Christianna Iris Papadopoulou, Coen Hurkmans, Rob H. N. Tijssen, Davide Cusumano, Martijn P. W. Intven, Pim Borman, Marco Riboldi, Denis Dudás, Hilary L. Byrne, Lorenzo Placidi, Marco Fusella, Michael Jameson, Miguel Palacios, Paul Cobussen, Tobias Finazzi, Shyama U. Tetar, Cornelis J. A. Haasbeek, Paul J. Keall, Matteo Maspero, Christopher Kurz, Amparo Soeli Betancourt Tarifa, Kailin He, Shengqian Zhu, Ying Song, Guangjun Li, Junjie Hu, Felix Knispel, Sergios Gatidis, Hung Chu, Jiapan Guo, Maximilian Nielsen, Thilo Sentker, Valentin Boussot, Cédric Hémon, Jing Ni, Konstantinos Georgas, Theodoros P. Vagenas, George K. Matsopoulos, Guillaume Landry:
MRIgRT real-time target tracking: TrackRAD2025 challenge report. 104134 - Xuebin Chang, Xiaoyan Jia, Bicong Ren, Wei Zeng:
ViTAE-HGOT: Vision Transformer-based Autoencoder with Hypergraph Optimal Transport for cross-atlas functional connectome remapping. 104135 - Chenfan Xu, Zhentao Liu, Jiamin Wu, Haoshen Wang, Jiepeng Wang, Hao Wang, Wenbo Du, Xin Peng, Zhiming Cui:
3D craniofacial generative model for surgical planning in mandibular reconstruction. 104136 - Satoshi Tsutsui, Winnie Pang, Shuting He, Bihan Wen:
WBCAtt+: Fine-grained pixel-level morphological annotations for white blood cell images. 104137 - Bin Zheng, Ziyang He, Weijin Xu, Wenyi Zhao, Huihua Yang:
TD loss: Taylor expansion of Dice loss for robust medical image segmentation. 104140 - Tianyu Liu, Heyu Ma, Peiwen Li, Aiduo Wang, Wenming Chen, Chengcheng Liu, Boyi Li, Dean Ta:
High-fidelity three-dimensional reconstruction of musculoskeletal tissues via diffusion based ultrasonic computed tomography. 104141 - Jingze Su, Tianle Zhu, Jiaxin Cai, Zhiyi Wang, Qi Li, Xiao Zhang, Tong Tong, Shu Wang, Wenxi Liu:
Adapting SAM to nuclei instance segmentation and classification via Cooperative Fine-Grained Refinement. 104144
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