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ORCIDMedical Image Analysis, Volume 102
Volume 102, 2025
- John S. H. Baxter
, Roy Eagleson:
Exploring the values underlying machine learning research in medical image analysis. 103494 - Eyal Hanania, Adi Zehavi-Lenz, Ilya Volovik, Daphna Link-Sourani, Israel Cohen, Moti Freiman:
MBSS-T1: Model-based subject-specific self-supervised motion correction for robust cardiac T1 mapping. 103495 - Haorui He, Abhirup Banerjee, Robin P. Choudhury, Vicente Grau:
Deep learning based coronary vessels segmentation in X-ray angiography using temporal information. 103496 - Yu Cai, Weiwen Zhang, Hao Chen, Kwang-Ting Cheng:
MedIAnomaly: A comparative study of anomaly detection in medical images. 103500 - Lixuan Chen, Xuanyu Tian, Jiangjie Wu, Ruimin Feng, Guoyan Lao, Yuyao Zhang, Hongen Liao, Hongjiang Wei:
Joint coil sensitivity and motion correction in parallel MRI with a self-calibrating score-based diffusion model. 103502 - Daniel Duenias, Brennan Nichyporuk, Tal Arbel, Tammy Riklin Raviv:
Hyperfusion: A hypernetwork approach to multimodal integration of tabular and medical imaging data for predictive modeling. 103503 - Patrick Godau, Piotr Kalinowski, Evangelia Christodoulou, Annika Reinke, Minu Tizabi, Luciana Ferrer, Paul Jäger, Lena Maier-Hein:
Navigating prevalence shifts in image analysis algorithm deployment. 103504 - Xiaofei Wang, Hanyu Liu, Yupei Zhang, Boyang Zhao, Hao Duan, Wanming Hu, Yonggao Mou, Stephen Price, Chao Li:
Joint modeling histology and molecular markers for cancer classification. 103505 - Yanzhen Liu, Sutuke Yibulayimu, Yudi Sang, Gang Zhu, Chao Shi, Chendi Liang, Qiyong Cao, Chunpeng Zhao, Xinbao Wu, Yu Wang:
Preoperative fracture reduction planning for image-guided pelvic trauma surgery: A comprehensive pipeline with learning. 103506 - Yuanye Liu, Zheyao Gao, Nannan Shi, Fuping Wu, Yuxin Shi, Qingchao Chen, Xiahai Zhuang:
MERIT: Multi-view evidential learning for reliable and interpretable liver fibrosis staging. 103507 - Weijin Xu, Tao Tan, Huihua Yang, Wentao Liu, Yifu Chen, Ling Zhang, Xipeng Pan, Feng Gao, Yiming Deng, Theo van Walsum, Matthijs van der Sluijs, Ruisheng Su:
CVFSNet: A Cross View Fusion Scoring Network for end-to-end mTICI scoring. 103508 - Jing Xia, Yi Hao Chan, Deepank Girish, Jagath C. Rajapakse:
Interpretable modality-specific and interactive graph convolutional network on brain functional and structural connectomes. 103509 - Xin Wei, Yanbei Liu, Fang Zhang, Lei Geng, Chunyan Shan, Xiangyu Cao, Zhitao Xiao:
MSTNet: Multi-scale spatial-aware transformer with multi-instance learning for diabetic retinopathy classification. 103511 - Shanshan Song, Hailong Qiu, Meiping Huang, Jian Zhuang, Qing Lu, Yiyu Shi, Xiaomeng Li, Wen Xie, Guang Tong, Xiaowei Xu:
Domain knowledge based comprehensive segmentation of Type-A aortic dissection with clinically-oriented evaluation. 103512 - Shouyue Liu, Ziyi Zhang, Yuanyuan Gu, Jinkui Hao, Yonghuai Liu, Huazhu Fu, Xinyu Guo, Hong Song, Shuting Zhang, Yitian Zhao:
Beyond the eye: A relational model for early dementia detection using retinal OCTA images. 103513 - Yinbin Lu, Alan Wang:
Integrating language into medical visual recognition and reasoning: A survey. 103514 - Lucas Farndale, Robert H. Insall, Ke Yuan:
TriDeNT : Triple deep network training for privileged knowledge distillation in histopathology. 103479 - Meilu Zhu, Qiushi Yang, Zhifan Gao, Yixuan Yuan, Jun Liu:
FedBM: Stealing knowledge from pre-trained language models for heterogeneous federated learning. 103524 - M. J. J. de Grauw, Ernst Th. Scholten, Ewoud J. Smit, M. J. C. M. Rutten, Mathias Prokop, Bram van Ginneken, Alessa Hering:
The ULS23 challenge: A baseline model and benchmark dataset for 3D universal lesion segmentation in computed tomography. 103525 - Xianjing Liu, Bo Li, Meike W. Vernooij, Eppo B. Wolvius, Gennady V. Roshchupkin, Esther E. Bron:
AI-based association analysis for medical imaging using latent-space geometric confounder correction. 103529 - Guoyan Lao, Ruimin Feng, Haikun Qi, Zhenfeng Lv, Qiangqiang Liu, Chunlei Liu, Yuyao Zhang, Hongjiang Wei:
Coordinate-based neural representation enabling zero-shot learning for fast 3D multiparametric quantitative MRI. 103530 - Mungsoo Kang, Ricardo Otazo, Gerald Behr, Youngwook Kee:
5D image reconstruction exploiting space-motion-echo sparsity for accelerated free-breathing quantitative liver MRI. 103532 - Tianshu Zheng, Chuyang Ye, Zhaopeng Cui, Hui Zhang, Daniel C. Alexander, Dan Wu:
An extragradient and noise-tuning adaptive iterative network for diffusion MRI-based microstructural estimation. 103535 - William Consagra, Lipeng Ning, Yogesh Rathi:
A deep learning approach to multi-fiber parameter estimation and uncertainty quantification in diffusion MRI. 103537 - Michalis Pistos, Gang Li, Weili Lin, Dinggang Shen, Islem Rekik:
Predicting infant brain connectivity with federated multi-trajectory GNNs using scarce data. 103541 - Tianwei Zhang, Kang Li, Shi Gu, Pheng-Ann Heng:
Enhancing source-free domain adaptation in Medical Image Segmentation via regulated model self-training. 103543 - Ruobing Huang, Yinyu Ye, Ao Chang, Han Huang, Zijie Zheng, Long Tan, Guoxue Tang, Man Luo, Xiuwen Yi, Pan Liu, Jiayi Wu, Baoming Luo, Dong Ni:
Subtyping breast lesions via collective intelligence based long-tailed recognition in ultrasound. 103548 - Jing Zou, Lanqing Liu, Qi Chen, Shujun Wang, Zhanli Hu, Xiaohan Xing, Jing Qin:
MMR-Mamba: Multi-modal MRI reconstruction with Mamba and spatial-frequency information fusion. 103549 - Xueyu Liu, Guangze Shi, Rui Wang, Yexin Lai, Jianan Zhang, Weixia Han, Min Lei, Ming Li, Xiaoshuang Zhou, Yongfei Wu, Chen Wang, Wen Zheng:
Segment Any Tissue: One-shot reference guided training-free automatic point prompting for medical image segmentation. 103550 - Yang Nan, Huichi Zhou, Xiaodan Xing, Giorgos Papanastasiou, Lei Zhu, Zhifan Gao, Alejandro F. Frangi, Guang Yang:
Revisiting medical image retrieval via knowledge consolidation. 103553 - Xingyu Qiu, Dong Liang, Gongning Luo, Xiangyu Li, Wei Wang, Kuanquan Wang, Shuo Li:
MeMGB-Diff: Memory-Efficient Multivariate Gaussian Bias Diffusion Model for 3D bias field correction. 103560 - Xiaoming Liu, Jia Zhang, Ying Zhang, Li Chen, Liangfu Luo, Jinshan Tang:
Weakly supervised segmentation of retinal layers on OCT images with AMD using uncertainty prototype and boundary regression. 103572
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