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ORCIDMedical Image Analysis, Volume 111
Volume 111, 2026
- Yihao Luo
, Dario Sesia, Fanwen Wang, Yinzhe Wu, Wenhao Ding, Md. Kamrul Hasan, Jiahao Huang, Fadong Shi, Anoop Shah, Amit Kaura, Jamil Mayet, Guang Yang, Choon Hwai Yap:
Explicit differentiable slicing and global deformation for cardiac mesh reconstruction. 103999 - Junzhang Huang, Qianyi Qiu, Yi Wu, Yanggang Gong, Xiongfeng Zhu, Mianwen Li, Xiaodong Zhang, Qianjin Feng:
Two -stage contrastive learning framework for vertebral compression fracture screening in frontal chest X-ray. 104001 - Cassandre Notton, Vasudev Sharma, Vincent Quoc-Huy Trinh, Lina Chen, Minqi Xu, Sonal Varma, Mahdi S. Hosseini:
Efficient self-supervised Barlow Twins from limited tissue slide cohorts for colonic pathology diagnostics. 104004 - Youngmin Kim, Myeong-Gee Kim, SeokHwan Oh, Guil Jung, Hyeon-Jik Lee, Sang-Yun Kim, Jungjae Son, Hyuksool Kwon, Sang-Il Choi, Hyeon-Min Bae:
Quantification of thyroid nodules in multiple ultrasonography systems. 104007 - Dengyi Zhao, Zhiheng Zhou, Guiying Yan, Dongxiao Yu, Xingqin Qi:
HOI-brain: A novel multi-channel transformers framework for brain disorder diagnosis by accurately extracting signed higher-order interactions from fMRI data. 104009 - Jiahe Qian, Yaoyu Fang, Jinkui Hao, Bo Zhou:
AMA-SAM: Adversarial multi-Domain alignment of segment anything model for high-Fidelity histology nuclei segmentation. 104011 - Junhao Wu, Yun Li, Junhao Li, Jingliang Bian, Xiaomao Fan, Wenbin Lei, Ruxin Wang:
Multimodal medical endoscopic image analysis via progressive disentangle-aware contrastive learning. 104012 - Beidi Zhao, Sangmook Kim, Hao Chen, Chen Zhou, Zu-hua Gao, Gang Wang, Xiaoxiao Li:
PTCMIL: multiple instance learning via prompt token clustering for whole slide image analysis. 104013 - Amirmohammad Shamaei, Amir Buchali, Eva Niess, Lukas Hingerl, Bernhard Strasser, Aaron Osburg, Korbinian Eckstein, Wolfgang Bogner, Stanislav Motyka:
PHIVE: A physics-informed variational encoder enables rapid spectral fitting of brain metabolite mapping at 7T. 104014 - Marawan Elbatel, Anbang Wang, Keyuan Liu, Kaouther Mouheb, Enrique Almar-Munoz, Lizhuo Lin, Yanqi Yang, Karim Lekadir, Xiaomeng Li:
MedSapiens: Taking a pose to rethink medical imaging landmark detection. 104015 - Fangji Qian, Weitao Wang, Yanyan Huang, Meng Niu, Yuanxue Gao, Zihao Zhao, Kuangyu Shi, Lequan Yu, Yu Fu, Cheng Zhuo:
FADFNet: A fine-tunable and adaptive decomposition-fusion network for cross-dataset low-dose CT and low-dose PET image reconstruction. 104016 - Chenquan Gong, Yiping Su, Su Ruan, Haigen Hu:
Artificial intelligence in microscopic hair imaging for scalp disorders: From image acquisition to clinical decisions. 104017 - Weiqi Li, Yonghao Li, Haoyuan Chen, Long Yang, Lin Wu, Zhenhui Li, Jing Ke, Dinggang Shen:
A content-aware variable-rate framework for pathology learned image compression (PathoLIC). 104018 - Yantao Song, Weixiang Dou, Yuhua Qian, Jieru Jia, Zheqing Zhu:
FreqConvMamba: Frequency-guided hierarchical hybrid SSM-CNN for medical image segmentation. 104019 - Xuefeng Ni, Linshan Wu, Jiaxin Zhuang, Qiong Wang, Mingxiang Wu, Varut Vardhanabhuti, Lihai Zhang, Hanyu Gao, Hao Chen:
MG-3D: Multi-grained knowledge-enhanced vision-language pre-training for 3D medical image analysis. 104027 - Cheng Chen, Yunqing Chen, Huansheng Ning, Heng Li, Jiang Liu, Ruoxiu Xiao:
Explicable intensity-aware 3D cerebrovascular segmentation with planar representation. 104032 - Kai Zhao, Alex Ling Yu Hung, Kaifeng Pang, Parsa Hajipour, Holden H. Wu, Steven S. Raman, Kyunghyun Sung:
PCa-Mamba: Spatiotemporal state space models for prostate cancer detection in multi-parametric MRI. 104033 - Joshua Sammet, Kholod Alhasani, Ejin Chung, Jedidiah Cheung, Qiang Liu, Raihaan Patel, Sana Suri, Alejo J. Nevado-Holgado, Laura Winchester:
Establishing a relationship between iron-based blood measures and structural brain changes using neural networks in UK Biobank. 104034 - Yitong Li, Igor Yakushev, Dennis M. Hedderich, Christian Wachinger:
Translating MRI to PET through conditional diffusion models with enhanced pathology awareness. 104035 - Han Li, Jingsong Liu, Zhen Huang, Zhicheng Li, Xun Ma, Peter Schüffler, Nassir Navab, S. Kevin Zhou:
PASS-Tr: PAtch-wise swin slice attention to leverage generalization of 2D large vision model to universal lesion detection. 104036 - Mingyang Hou, Zhiyong Huang, Daidi Zhong, Zhi Yu, Xiaoyu Li, Jiahong Wang, Yan Yan, Yushi Liu:
Eliminating domain-related confounding factors in cross-domain one-shot medical image segmentation via causal inference. 104037 - Longcheng Ji, Hong Wang, Wanji Yan:
Memory like the human brain: A framework for decoding multimodal learning of brain-visual-linguistic features. 104038 - Huidong Xie, Weijie Gan, Reimund Bayerlein, Bo Zhou, Mingkai Chen, Michal Kulon, Annemarie Boustani, Kuan-Yin Ko, Der-Shiun Wang, Benjamin A. Spencer, Wei Ji, Xiongchao Chen, Qiong Liu, Xueqi Guo, Menghua Xia, Yinchi Zhou, Hui Liu, Liang Guo, Hongyu An, Ulugbek S. Kamilov, Hanzhong Wang, Biao Li, Axel Rominger, Kuangyu Shi, Ge Wang, Ramsey D. Badawi, Chi Liu:
Dose-aware diffusion model for 3D PET image denoising: Multi-institutional validation with reader study and real low-dose data. 104039 - Caixia Dong, Duwei Dai, Pengyu Ren, Guowei Dai, Yu Wang, Linyun Zhou, Yang Li, Wei Zeng:
ACE-ProtoNet: Adaptive covariance eigen-gate and uncertainty-aware prototype learning for coronary artery segmentation. 104040 - Qiaoyu Han, Gang Yang, Lei Zhang, Xiangpeng Hu, Huizhong Gan, Xun Chen, Aiping Liu, Yue Yu:
Clinical priors-inspired privileged knowledge distillation for reliable pancreatic lesion classification. 104041 - Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Tom Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xia, Hongxing Li, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li:
Beyond benchmarks of IUGC: Rethinking requirements of deep learning method for intrapartum ultrasound biometry from fetal ultrasound videos. 104043 - Minhui Yu, Mengqi Wu, Ling Yue, Andrea Bozoki, Mingxia Liu:
Functional imaging constrained diffusion for brain PET synthesis from structural MRI. 104044 - Jinlin Yang, Xintao Pang, Chuan Lin, Tao Tan:
MOTDNet: Multi organ task decoupling network for cell segmentation. 104045 - Junwen Wang, Zhonghao Wang, Oscar MacCormac, Jonathan Shapey, Tom Vercauteren:
OOD-SEG: Exploiting out-of-distribution detection techniques for learning image segmentation from sparse multi-class positive-only annotations. 104046 - Loïc Le Bescond, Marvin Lerousseau, Fabrice André, Hugues Talbot:
SparseXMIL: Leveraging sparse convolutions for context-aware and memory-efficient classification of whole slide images in digital pathology. 104047 - Yucheng Tang, Yipeng Hu, Jing Li, Hu Lin, Chao Rong, Ciyuan Feng, Xiuzhen Yang, Xiang Xu, Ke Huang, Hongxiang Lin:
SEQUAL: Self-refining and effective querying active learning with pseudo label divergence score for carotid intima-media segmentation in ultrasound. 104048 - Lijuan Ma, Weiguang Wang, Xingshun Qi, Yi Jing, Wei Cai, Xia Zhang:
GCN combined with snake convolution for enhanced topological perception in thrombotic hepatic portal vein segmentation. 104050 - Shu Wang, Xiao Zhang, Xingfu Wang, Chenyong Lv, Xiahui Han, Xiong Lin, Deyong Kang, Ruolan Lin, Liwen Hu, Haohua Tu, Feng Huang, Wenxi Liu, Jianxin Chen:
ViFIT-assisted histopathology: From H&E style standardization to virtual fiber image transformation. 104051 - Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Fangxu Xing, Xiaofeng Liu, Maureen Stone, Jiachen Zhuo, Juan Rafael Orozco-Arroyave, Elmar Nöth, Jana Hutter, Jerry L. Prince, Andreas K. Maier, Jonghye Woo:
A speech-to-video synthesis approach using spatio-temporal diffusion for vocal tract MRI. 104053 - Qinghua Lin, Xuan Ren, Boqian Zhou, Junyi Wang, Xin Liu:
Ultrasound Localization Microscopy Learned from power doppler by uncertainty frequency density estimation and semantic consistency awareness. 104055 - Yusong Xiao, Yuxuan Wu, Li Xiao, Gang Qu, Haiye Huo, Yu-Ping Wang:
DDS-UDA: Dual-domain synergy for unsupervised domain adaptation in joint segmentation of optic disc and optic cup. 104056 - Yohan Jun, Qiang Liu, Ting Gong, Jaejin Cho, Shohei Fujita, Xingwang Yong, Congyu Liao, Marianna E. Schmidt, Shahin Nasr, Camilo Jaimes, Michael S. Gee, Susie Yi Huang, Lipeng Ning, Anastasia Yendiki, Yogesh Rathi, Berkin Bilgic:
PRIME: Phase reversed interleaved multi-Echo acquisition enables highly accelerated distortion-corrected diffusion MRI. 104058 - Pengpeng Sheng, Tingting Han, Gangming Zhao, Jun Wu, Lei Qu:
NeuroGT: Biophysically grounded graph transformers for self-supervised representation learning of neuronal morphology. 104065 - Qinqin Yang, Firoozeh Shomal Zadeh, Ali Gholipour:
Harmonization in magnetic resonance imaging: A survey of acquisition, image-level, and feature-level methods. 104066 - Xi Chen, Wahbi K. El-Bouri, Stephen J. Payne, Le Lu:
Prediction of post-stroke brain swelling using biomechanical modelling and deep neural networks. 104067 - Wen-Tai Hou, Zi-Fei Pu, Ze-Yan Xu, An-Hao Wu, Zhi-Hao Liu, Ke Zhao, Cheng-Lu Duan, Jia Guo, Kai Chen, Si-Qi Qiu, Zhi-Cheng Du, Xue Zhao, Jing-Wen Bai, Huan-Cheng Zeng, Guo-Jun Zhang:
Predicting neoadjuvant therapy response in breast cancer from preoperative biopsy via spatial-semantic-differential learning and interpretable clinicopathological-guided fusion. 104069 - Marica Muffoletto, Uxio Hermida, Charlène Alice Mauger, Avan Suinesiaputra, Yiyang Xu, Richard Burns, Lisa R. Pankewitz, Andrew D. McCulloch, Steffen E. Petersen, Daniel Rueckert, Alistair A. Young:
Neural implicit heart coordinates: 3D cardiac shape reconstruction from sparse segmentations. 104052 - Puxun Tu, Ce Zheng, Li Luo, Zheng Chen, Wei Mi, Chao Yi, Jiangchang Xu, Danqing Huang, Shasha Wang, Feiping Xu, Fengjie Xia, Chongyang Wang, Yue Wei, Mingzhi Zhang, Jingfeng Cai, Jili Chen, Xiaojun Chen:
OphMatcher: Uncertainty-aware self-training on ophthalmic surgical videos for anatomy-constrained matching and intraoprative navigation. 104057 - Zhiwen Yang, Yang Zhou, Haowei Chen, Hui Zhang, Dan Zhao, Bingzheng Wei, Yan Xu:
UniPET: A universal network for high-quality PET image denoising across varied dose reduction factors. 104059 - Yi Li, Zhihao Lin, Qixiang Zhang, Xinpeng Ding, Honglong Yang, Linjing Pi, Wei Yuan, Yongqin Wen, Linglang Guo, Qingling Zhang, Xiaomeng Li:
Towards generalizable pathology reports via a multimodal LLM with the multicenter in-context learning. 104060 - Fuying Wang, Feng Wu, Ming Hu, Junjun He, Liansheng Wang, Jianning Chen, Li Liang, Shujun Wang, Lequan Yu:
MorphoNet: Morphological sub-region-based structure learning for WSI analysis. 104061 - Cheng Jin, Zhengrui Guo, Yi Lin, Luyang Luo, Hao Chen:
Learning with less supervision: A survey of label-efficient learning for medical image analysis. 104062 - Yeqi Liu, Deping Yu, Ling Liu, Tian He, Yana Wen, Yijiang Xiao:
Foundational model-based geometric consistency monocular depth estimation framework for colonoscopy. 104068 - Rongjun Ge, Weilong Mao, Jian Lu, Rong Yan, Yikun Zhang, Peng Yuan, Jun Xiang, Hui Tang, Guanyu Yang, Yudong Zhang, Yang Chen, Shuo Li:
VCC-DSA: A novel vascular consistency constrained DSA imaging model for motion artifact suppression. 104070 - Donggen Fang, Yuliang Gu, Lingyi Yu, Bo Du, Yongchao Xu, Lianming Wu:
Incorporating modality-specific intensity prior as text prompt for multimodal myocardial pathology segmentation. 104072 - Jadie Adams, Mokshagna Sai Teja Karanam, Shireen Y. Elhabian:
Point2SSM++: Self-supervised learning of anatomical shape models from point clouds. 104073 - Chunfang Ma, Yichen Yan, Zhe Ma, Kangming Liang, Kaiying Fan, Weidong Jin, Xiyuan Zhang, Zonghui Wang, Yasong Li:
Fine-grained and multi-pattern anti-nuclear antibody recognition: A new dataset and framework. 104075 - Changsun Lee, Sangjoon Park, Cheong-Il Shin, Woo Hee Choi, Hyun Jeong Park, Jeong Eun Lee, Jong Chul Ye:
Read like a radiologist: Efficient vision-language model for 3D medical imaging interpretation. 104077 - Enhui Chai, Sicheng Chen, Tianyi Zhang, Xingyu Li, Tianxiang Cui:
SSMamba: A self-supervised hybrid state space model for pathological image classification. 104080
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