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ORCIDMedical Image Analysis, Volume 107
Volume 107, 2026
- Nikrouz Bahadormanesh, Mohamed Abdelkhalek, Zahra Keshavarz-Motamed:
A doppler-exclusive computational diagnostic framework to enhance conventional 2-D clinical ultrasound with 3-D mitral valve dynamics and cardiac hemodynamics. 103772 - Guankun Wang
, Long Bai, Junyi Wang, Kun Yuan, Zhen Li, Tianxu Jiang, Xiting He, Jinlin Wu, Zhen Chen, Zhen Lei, Hongbin Liu, Jiazheng Wang, Fan Zhang, Nicolas Padoy, Nassir Navab, Hongliang Ren:
EndoChat: Grounded multimodal large language model for endoscopic surgery. 103789 - Zhuoshuo Li, Jiong Zhang, Youbing Zeng, Jiaying Lin, Dan Zhang, Jianjia Zhang, Duan Xu, Hosung Kim, Bingguang Liu, Mengting Liu:
SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features. 103793 - Peijie Qiu, Satrajit Chakrabarty, Phuc Nguyen, Soumyendu Sekhar Ghosh, Aristeidis Sotiras:
QCResUNet: Joint subject-level and voxel-level segmentation quality prediction. 103718 - Junyang Wu, Yun Gu, Guang-Zhong Yang:
Trimming-then-augmentation: Towards robust depth and odometry estimation for endoscopic images. 103736 - Souradeep Chakraborty, Ruoyu Xue, Rajarsi Gupta, Oksana Yaskiv, Constantin Friedman, Natallia Sheuka, Dana Perez, Paul Friedman, Won-Tak Choi, Waqas Mahmud, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras:
Measuring and predicting where and when pathologists focus their visual attention while grading whole slide images of cancer. 103752 - Ziyun Liang, Xiaoqing Guo, Wentian Xu, Yasin Ibrahim, Natalie Voets, Pieter M. Pretorius, J. Alison Noble, Konstantinos Kamnitsas:
IterMask3D: Unsupervised anomaly detection and segmentation with test-time iterative mask refinement in 3D brain MRI. 103763 - Hengjia Ran, Jianan Cui, Xuhui Feng, Yubo Ye, Yufei Jin, Yunmei Chen, Bo Zhao, Rui Hu, Min Guo, Xinhui Su, Huafeng Liu:
Reinforced physiology-informed learning for image completion from partial-frame dynamic PET imaging. 103767 - Daan Kuppens, Sebastiano Barbieri, Daisy van den Berg, Pepijn Schouten, Harriet C. Thoeny, Hanneke W. M. van Laarhoven, Myrte Wennen, Oliver J. Gurney-Champion:
Acquisition-independent deep learning for quantitative MRI parameter estimation using neural controlled differential equations. 103768 - Fenghe Tang, Qingsong Yao, Wenxin Ma, Chenxu Wu, Zihang Jiang, S. Kevin Zhou:
Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentation. 103770 - Zhusi Zhong, Yuli Wang, Lulu Bi, Zhuoqi Ma, Sun Ho Ahn, Christopher J. Mullin, Colin Greineder, Michael K. Atalay, Scott Collins, Grayson Baird, Cheng Ting Lin, J. Webster Stayman, Todd M. Kolb, Ihab Kamel, Harrison X. Bai, Zhicheng Jiao:
Abn-BLIP: Abnormality-aligned Bootstrapping Language-Image Pre-training for pulmonary embolism diagnosis and report generation from CTPA. 103786 - Lingxi Hu, Xiao Wu, Risa Higashita, Xiaoli Xing, Menglan Zhou, Song Lin, Xiaorong Li, Yi Yue, Zunjie Xiao, Yinglin Zhang, Chenglin Yao, Jinming Duan, Jiang Liu:
Long-term stabilized iris tracking with unsupervised constraints on dynamic AS-OCT. 103787 - Christian Wachinger, Dennis M. Hedderich, Melissa Thalhammer, Fabian Bongratz:
Individualized mapping of aberrant cortical thickness via stochastic cortical self-reconstruction. 103788 - Fakai Wang, Zhehan Shen, Huimin Lin, Fuhua Yan:
Correlation Routing Network for Explainable Lesion Classification in Multi-Parametric Liver MRI. 103790 - M. Sjoerdsma, S. Bouwmeester, F. van Heesch, P. Houthuizen, Richard G. P. Lopata:
Spatio-temporal registration of multi-perspective 3D echocardiography for improved strain estimation. 103791 - Ziyao Zhang, Qiankun Ma, Tong Zhang, Jie Chen, Hairong Zheng, Wen Gao:
Switch-UMamba: Dynamic scanning vision Mamba UNet for medical image segmentation. 103792 - Xuegang Song, Kaixiang Shu, Peng Yang, Cheng Zhao, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Shuqiang Wang, Tianfu Wang, Baiying Lei:
Developing a knowledge-guided federated graph attention learning network with a diffusion module to diagnose Alzheimer's disease. 103794 - Qianwen Ji, Yizhou Chen, Xiaojun Chen:
Template-based semantic-guided orthodontic teeth alignment previewer. 103802 - Jia-Yang Song, Qiu-Hua Lin, Chi Zhou, Yi-Ran Wang, Yu-Ping Wang, Vince D. Calhoun:
Detecting low-amplitude biomarker activations via decomposition of complex-valued fMRI data with collaborative phase and magnitude sparsity. 103803 - Fangmao Ju, Yuzhu He, Fan Wang, Xianjun Li, Chen Niu, Chunfeng Lian, Jianhua Ma:
Model-unrolled fast MRI with weakly supervised lesion enhancement. 103806 - Christopher Nielsen, Matthias Wilms, Nils D. Forkert:
A novel gradient inversion attack framework to investigate privacy vulnerabilities during retinal image-based federated learning. 103807 - Xuan Xu, Saarthak Kapse, Prateek Prasanna:
SuperDiff: A diffusion super-resolution method for digital pathology with comprehensive quality assessment. 103808 - Caroline H. Roney, Gernot Plank, Shohreh Honarbakhsh, Caterina Vidal Horrach, Simone Pezzuto, Edward J. Vigmond:
Recovering intrinsic conduction velocity and action potential duration from electroanatomic mapping data using curvature. 103809 - Bangkang Fu, Junjie He, Xiaoli Zhang, Yunsong Peng, Zhuxu Zhang, Qi Tang, Xinfeng Liu, Ying Cao, Rongpin Wang:
HSFSurv: A hybrid supervision framework at individual and feature levels for multimodal cancer survival analysis. 103810 - Juan P. Meneses, Cristian Tejos, Enes Makalic, Sergio Uribe:
Non-iterative and uncertainty-aware MRI-based liver fat estimation using an unsupervised deep learning method. 103811 - Junxia Wang, Jing Wang, Jun Ma, Baijing Chen, Zeyuan Chen, Yuanjie Zheng:
CaliDiff: Multi-rater annotation calibrating diffusion probabilistic model towards medical image segmentation. 103812 - Xingyu Wang, Junzhong Ji, Gan Liu, Yadong Xiao:
PE-RBNAS: A robust neural architecture search with progressive-enhanced strategies for brain network classification. 103813 - Jiazhen Wang, Zhihao Shi, Xiang Gu, Yan Yang, Jian Sun:
Diffusion-based arbitrary-scale magnetic resonance image super-resolution via progressive k-space reconstruction and denoising. 103814 - Biao He, Erni Ji, Xiaofen Zong, Zhen Liang, Gan Huang, Li Zhang:
GraSTI-ACL: Graph spatial-temporal infomax with adversarial contrastive learning for brain disorders diagnosis based on resting-state fMRI. 103815 - Peng Li, Jianxing Liu, Yue Hu:
Anatomical structure-guided joint spatiotemporal graph embedding framework for magnetic resonance fingerprint reconstruction. 103816 - Linkun Cai, Yawen Liu, Haijun Niu, Wei Zheng, Hao Wang, Han Lv, Pengling Ren, Zhenchang Wang:
AgGAN: Anatomy-guided generative adversarial network to synthesize arterial spin labeling images for cerebral blood flow measurement under simulated microgravity. 103817 - Duwei Dai, Caixia Dong, Haolin Huang, Fan Liu, Zongfang Li, Songhua Xu:
Improving the performance of medical image segmentation with instructive feature learning. 103818 - Xiang Li, Like Li, Minglei Li, Pengfei Yan, Ting Feng, Hao Luo, Yong Zhao, Shen Yin:
Knowledge distillation and teacher-student learning in medical imaging: Comprehensive overview, pivotal role, and future directions. 103819 - Zhibin He, Wuyang Li, Tianming Liu, Xiang Li, Junwei Han, Tuo Zhang, Yixuan Yuan:
GAGM: Geometry-aware graph matching framework for weakly supervised gyral hinge correspondence. 103820 - Jinkui Hao, Nilay S. Shah, Bo Zhou:
S2CAC: Semi-supervised coronary artery calcium segmentation via scoring-driven consistency and negative sample boosting. 103823 - Jiangchang Xu, Weiqing Tang, Pheng-Ann Heng, Xiaojun Chen:
Automatic prediction of depth of invasion in oral tongue squamous cell carcinoma using a multimodal regression network fusing prior text and anatomical knowledge. 103824 - Xukun Zhang, Jinghui Feng, Peng Liu, Minghao Han, Yanlan Kang, Jingyi Zhu, Le Wang, Xiaoying Wang, Sharib Ali, Lihua Zhang:
Nested resolution mesh-graph CNN for automated extraction of liver surface anatomical landmarks. 103825 - Yucun Hou, Fenglin Zhan, Jun Liu, Xin Cheng, Chenxi Li, Ziquan Yuan, Runze Liao, Haihao Wang, Jianlang Hua, Siqi Li, Jing Wu, Jigang Yang, Jianyong Jiang:
Cycle-constrained adversarial denoising convolutional network for PET image denoising: Multi-dimensional validation on large datasets with reader study and real low-dose data. 103826 - Shuang-Qing Wang, Cui-Na Jiao, Ying-Lian Gao, Xinchun Cui, Yan-Li Wang, Jin-Xing Liu:
Deep association analysis framework with multi-modal attention fusion for brain imaging genetics. 103827 - Hong Hui Yeoh, Fredrik Strand, Raphael C.-W. Phan, Kartini Rahmat, Maxine Tan:
A new time-decay radiomics integrated network (TRINet) for breast cancer risk prediction. 103829 - Jun Lyu, Lipeng Ning, William Consagra, Qiang Liu, Richard J. Rushmore, Berkin Bilgic, Yogesh Rathi:
Rapid whole brain motion-robust mesoscale in-vivo MR imaging using multi-scale implicit neural representation. 103830 - Menghua Xia, Kuan-Yin Ko, Der-Shiun Wang, Ming-Kai Chen, Qiong Liu, Huidong Xie, Liang Guo, Wei Ji, Jinsong Ouyang, Reimund Bayerlein, Benjamin A. Spencer, Quanzheng Li, Ramsey D. Badawi, Georges El Fakhri, Chi Liu:
Anatomically and metabolically informed diffusion for unified denoising and segmentation in low-count PET imaging. 103831 - Shuang Xue, Zhoufeng Zhang, Siyuan Li, Jian Du, Hang Zhao, Meijie Qi, Chenglong Tao:
Fusion and pure feature extraction framework for intraoperative hyperspectral of thyroid lesion. 103832 - Xiaohan Xing, Qi Chen, Lequan Yu, Liang Qiu, Lingting Zhu, Lei Xing, Lianli Liu:
Multi-contrast low-field MRI acceleration with k-space progressive learning and image-space hybrid attention fusion. 103833 - Shijie Huang, Kai Zhang, Fangmei Zhu, Zhongxiang Ding, Geng Chen, Dinggang Shen:
Semi-supervised Fetal Brain Parcellation via Hierarchical Learning Framework. 103835 - Fan Guo, Wentao Liu, Jin Tang:
A saliency detection-inspired method for optic disc and cup segmentation. 103836
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