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会议文集


文集名Machine Learning in Medical Imaging
会议名14th International Workshop on Machine Learning in Medical Imaging (MLMI 2023), Held in Conjunction with MICCAI 2023
中译名《第十四届国际医学影像机器学习讨论会，卷1》
会议日期October 8, 2023
会议地点Vancouver, BC, Canada
出版年2024
馆藏号350923


题名作者出版年
Structural MRI Harmonization via Disentangled Latent Energy-Based Style TranslationMengqi Wu; Lintao Zhang; Pew-Thian Yap; Weili Lin; Hongtu Zhu; Mingxia Liu2024
Cross-Domain Iterative Network for Simultaneous Denoising, Limited-Angle Reconstruction, and Attenuation Correction of Cardiac SPECTXiongchao Chen; Bo Zhou; Huidong Xie; Xueqi Guo; Qiong Liu; Albert J. Sinusas; Chi Liu2024
Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional DiffusionXin Wang; Zhenrong Shen; Zhiyun Song; Sheng Wang; Mengjun Liu; Lichi Zhang; Kai Xuan; Qian Wang2024
Reconstruction of 3D Fetal Brain MRI from 2D Cross-Sectional Acquisitions Using Unsupervised Learning NetworkYimeng Yang; Dongdong Gu; Xukun Zhang; Zhongxiang Ding; Fei Gao; Zhong Xue; Dinggang Shen2024
Robust Unsupervised Super-Resolution of Infant MRI via Dual-Modal Deep Image PriorCheng Che Tsai; Xiaoyang Chen; Sahar Ahmad; Pew-Thian Yap2024
SR4ZCT: Self-supervised Through-Plane Resolution Enhancement for CT Images with Arbitrary Resolution and OverlapJiayang Shi; Daniel M. Pelt; K. Joost Batenburg2024
unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic FeaturesSebastian Doerrich; Francesco Di Salvo; Christian Ledig2024
An Investigation of Different Deep Learning Pipelines for GABA-Edited MRS ReconstructionRodrigo Berto; Hanna Bugler; Roberto Souza; Ashley Harris2024
Towards Abdominal 3-D Scene Rendering from Laparoscopy Surgical Videos Using NeRFsKhoa Tuan Nguyen; Francesca Tozzi; Nikdokht Rashidian; Wouter Willaert; Joris Vankerschaver; Wesley De Neve2024
Brain MRI to PET Synthesis and Amyloid Estimation in Alzheimer's Disease via 3D Multimodal Contrastive GANYan Jin; Jonathan DuBois; Chongyue Zhao; Liang Zhan; Audrey Gabelle; Neda Jahanshad; Paul M. Thompson; Arie Gafson; Shibeshih Belachew2024
Accelerated MRI Reconstruction via Dynamic Deformable Alignment Based TransformerWafa Alghallabi; Akshay Dudhane; Waqas Zamir; Salman Khan; Fahad Shahbaz Khan2024
Deformable Cross-Attention Transformer for Medical Image RegistrationJunyu Chen; Yihao Liu; Yufan He; Yong Du2024
Deformable Medical Image Registration Under Distribution Shifts with Neural Instance OptimizationTony C. W. Mok; Zi Li; Yingda Xia; Jiawen Yao; Ling Zhang; Jingren Zhou; Le Lu2024
Implicitly Solved Regularization for Learning-Based Image RegistrationJan Ehrhardt; Heinz Handels2024
BHSD: A 3D Multi-class Brain Hemorrhage Segmentation DatasetBiao Wu; Yutong Xie; Zeyu Zhang; Jinchao Ge; Kaspar Yaxley; Suzan Bahadir; Qi Wu; Yifan Liu; Minh-Son To2024
Contrastive Learning-Based Breast Tumor Segmentation in DCE-MRIShanshan Guo; Jiadong Zhang; Dongdong Gu; Fei Gao; Yiqiang Zhan; Zhong Xue; Dinggang Shen2024
FFPN: Fourier Feature Pyramid Network for Ultrasound Image SegmentationChaoyu Chen; Xin Yang; Rusi Chen; Junxuan Yu; Liwei Du; Jian Wang; Xindi Hu; Yan Cao; Yingying Liu; Dong Ni2024
Mammo-SAM: Adapting Foundation Segment Anything Model for Automatic Breast Mass Segmentation in Whole MammogramsXinyu Xiong; Churan Wang; Wenxue Li; Guanbin Li2024
Consistent and Accurate Segmentation for Serial Infant Brain MR Images with Registration AssistanceYuhang Sun; Jiameng Liu; Feihong Liu; Kaicong Sun; Han Zhang; Feng Shi; Qianjin Feng; Dinggang Shen2024
Unifying and Personalizing Weakly-Supervised Federated Medical Image Segmentation via Adaptive Representation and AggregationLi Lin; Jiewei Wu; Yixiang Liu; Kenneth K. Y. Wong; Xiaoying Tang2024
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