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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 Translation
Mengqi Wu; Lintao Zhang; Pew-Thian Yap; Weili Lin; Hongtu Zhu; Mingxia Liu
2024
Cross-Domain Iterative Network for Simultaneous Denoising, Limited-Angle Reconstruction, and Attenuation Correction of Cardiac SPECT
Xiongchao Chen; Bo Zhou; Huidong Xie; Xueqi Guo; Qiong Liu; Albert J. Sinusas; Chi Liu
2024
Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion
Xin Wang; Zhenrong Shen; Zhiyun Song; Sheng Wang; Mengjun Liu; Lichi Zhang; Kai Xuan; Qian Wang
2024
Reconstruction of 3D Fetal Brain MRI from 2D Cross-Sectional Acquisitions Using Unsupervised Learning Network
Yimeng Yang; Dongdong Gu; Xukun Zhang; Zhongxiang Ding; Fei Gao; Zhong Xue; Dinggang Shen
2024
Robust Unsupervised Super-Resolution of Infant MRI via Dual-Modal Deep Image Prior
Cheng Che Tsai; Xiaoyang Chen; Sahar Ahmad; Pew-Thian Yap
2024
SR4ZCT: Self-supervised Through-Plane Resolution Enhancement for CT Images with Arbitrary Resolution and Overlap
Jiayang Shi; Daniel M. Pelt; K. Joost Batenburg
2024
unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic Features
Sebastian Doerrich; Francesco Di Salvo; Christian Ledig
2024
An Investigation of Different Deep Learning Pipelines for GABA-Edited MRS Reconstruction
Rodrigo Berto; Hanna Bugler; Roberto Souza; Ashley Harris
2024
Towards Abdominal 3-D Scene Rendering from Laparoscopy Surgical Videos Using NeRFs
Khoa Tuan Nguyen; Francesca Tozzi; Nikdokht Rashidian; Wouter Willaert; Joris Vankerschaver; Wesley De Neve
2024
Brain MRI to PET Synthesis and Amyloid Estimation in Alzheimer's Disease via 3D Multimodal Contrastive GAN
Yan Jin; Jonathan DuBois; Chongyue Zhao; Liang Zhan; Audrey Gabelle; Neda Jahanshad; Paul M. Thompson; Arie Gafson; Shibeshih Belachew
2024
Accelerated MRI Reconstruction via Dynamic Deformable Alignment Based Transformer
Wafa Alghallabi; Akshay Dudhane; Waqas Zamir; Salman Khan; Fahad Shahbaz Khan
2024
Deformable Cross-Attention Transformer for Medical Image Registration
Junyu Chen; Yihao Liu; Yufan He; Yong Du
2024
Deformable Medical Image Registration Under Distribution Shifts with Neural Instance Optimization
Tony C. W. Mok; Zi Li; Yingda Xia; Jiawen Yao; Ling Zhang; Jingren Zhou; Le Lu
2024
Implicitly Solved Regularization for Learning-Based Image Registration
Jan Ehrhardt; Heinz Handels
2024
BHSD: A 3D Multi-class Brain Hemorrhage Segmentation Dataset
Biao Wu; Yutong Xie; Zeyu Zhang; Jinchao Ge; Kaspar Yaxley; Suzan Bahadir; Qi Wu; Yifan Liu; Minh-Son To
2024
Contrastive Learning-Based Breast Tumor Segmentation in DCE-MRI
Shanshan Guo; Jiadong Zhang; Dongdong Gu; Fei Gao; Yiqiang Zhan; Zhong Xue; Dinggang Shen
2024
FFPN: Fourier Feature Pyramid Network for Ultrasound Image Segmentation
Chaoyu Chen; Xin Yang; Rusi Chen; Junxuan Yu; Liwei Du; Jian Wang; Xindi Hu; Yan Cao; Yingying Liu; Dong Ni
2024
Mammo-SAM: Adapting Foundation Segment Anything Model for Automatic Breast Mass Segmentation in Whole Mammograms
Xinyu Xiong; Churan Wang; Wenxue Li; Guanbin Li
2024
Consistent and Accurate Segmentation for Serial Infant Brain MR Images with Registration Assistance
Yuhang Sun; Jiameng Liu; Feihong Liu; Kaicong Sun; Han Zhang; Feng Shi; Qianjin Feng; Dinggang Shen
2024
Unifying and Personalizing Weakly-Supervised Federated Medical Image Segmentation via Adaptive Representation and Aggregation
Li Lin; Jiewei Wu; Yixiang Liu; Kenneth K. Y. Wong; Xiaoying Tang
2024
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