Information processing in medical imaging : proceedings of the ... conference最新文献

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Species-Shared and -Specific Brain Functional Connectomes Revealed by Shared-Unique Variational Autoencoder 共享-唯一变分自编码器揭示的物种共享和特异性脑功能连接体
Information processing in medical imaging : proceedings of the ... conference Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-34048-2_4
Li Yang, Songyao Zhang, Weihan Zhang, Jingchao Zhou, Tianyang Zhong, Yaonai Wei, Xi Jiang, Tianming Liu, Jun-Feng Han, Yixuan Yuan, Tuo Zhang
{"title":"Species-Shared and -Specific Brain Functional Connectomes Revealed by Shared-Unique Variational Autoencoder","authors":"Li Yang, Songyao Zhang, Weihan Zhang, Jingchao Zhou, Tianyang Zhong, Yaonai Wei, Xi Jiang, Tianming Liu, Jun-Feng Han, Yixuan Yuan, Tuo Zhang","doi":"10.1007/978-3-031-34048-2_4","DOIUrl":"https://doi.org/10.1007/978-3-031-34048-2_4","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"1326 1","pages":"41-52"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86488807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Filtered Trajectory Recovery: A Continuous Extension to Event-Based Model for Alzheimer's Disease Progression Modeling 过滤轨迹恢复:对基于事件的阿尔茨海默病进展模型的持续扩展
Information processing in medical imaging : proceedings of the ... conference Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-34048-2_8
Jiangchuan Du, Yuan Zhou
{"title":"Filtered Trajectory Recovery: A Continuous Extension to Event-Based Model for Alzheimer's Disease Progression Modeling","authors":"Jiangchuan Du, Yuan Zhou","doi":"10.1007/978-3-031-34048-2_8","DOIUrl":"https://doi.org/10.1007/978-3-031-34048-2_8","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"1 1","pages":"95-106"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75473731","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Model-Informed Deep Learning for Surface Segmentation in Medical Imaging 基于模型的医学影像表面分割深度学习
Information processing in medical imaging : proceedings of the ... conference Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-34048-2_63
Xiaodong Wu, Leixin Zhou, F. Zaman, B. Qiu, J. Buatti
{"title":"Model-Informed Deep Learning for Surface Segmentation in Medical Imaging","authors":"Xiaodong Wu, Leixin Zhou, F. Zaman, B. Qiu, J. Buatti","doi":"10.1007/978-3-031-34048-2_63","DOIUrl":"https://doi.org/10.1007/978-3-031-34048-2_63","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"46 1","pages":"822-834"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81145586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Information Processing in Medical Imaging: 28th International Conference, IPMI 2023, San Carlos de Bariloche, Argentina, June 18–23, 2023, Proceedings 医学成像中的信息处理:第28届国际会议,IPMI 2023, San Carlos de Bariloche,阿根廷,6月18-23日,2023,Proceedings
Information processing in medical imaging : proceedings of the ... conference Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-34048-2
{"title":"Information Processing in Medical Imaging: 28th International Conference, IPMI 2023, San Carlos de Bariloche, Argentina, June 18–23, 2023, Proceedings","authors":"","doi":"10.1007/978-3-031-34048-2","DOIUrl":"https://doi.org/10.1007/978-3-031-34048-2","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"20 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78651196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
UPL-TTA: Uncertainty-Aware Pseudo Label Guided Fully Test Time Adaptation for Fetal Brain Segmentation 不确定性感知伪标签引导下胎儿脑分割的全测试时间适应
Information processing in medical imaging : proceedings of the ... conference Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-34048-2_19
Jianghao Wu, Ran Gu, Tao Lu, Shaoting Zhang, Guotai Wang
{"title":"UPL-TTA: Uncertainty-Aware Pseudo Label Guided Fully Test Time Adaptation for Fetal Brain Segmentation","authors":"Jianghao Wu, Ran Gu, Tao Lu, Shaoting Zhang, Guotai Wang","doi":"10.1007/978-3-031-34048-2_19","DOIUrl":"https://doi.org/10.1007/978-3-031-34048-2_19","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"4 1","pages":"237-249"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83209823","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
S2DGAN: Generating Dual-energy CT from Single-energy CT for Real-time Determination of Intracerebral Hemorrhage S2DGAN:由单能CT生成双能CT实时检测脑出血
Information processing in medical imaging : proceedings of the ... conference Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-34048-2_29
C. Jiang, Yongsheng Pan, Tianyu Wang, Qing Chen, Junwei Yang, Li Ding, Jiameng Liu, Zhongxiang Ding, Dinggang Shen
{"title":"S2DGAN: Generating Dual-energy CT from Single-energy CT for Real-time Determination of Intracerebral Hemorrhage","authors":"C. Jiang, Yongsheng Pan, Tianyu Wang, Qing Chen, Junwei Yang, Li Ding, Jiameng Liu, Zhongxiang Ding, Dinggang Shen","doi":"10.1007/978-3-031-34048-2_29","DOIUrl":"https://doi.org/10.1007/978-3-031-34048-2_29","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"21 1","pages":"375-387"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77711689","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
HoloBrain: A Harmonic Holography for Self-organized Brain Function 全息脑:自组织脑功能的谐波全息
Information processing in medical imaging : proceedings of the ... conference Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-34048-2_3
Huan Liu, Tingting Dan, Zhuobin Huang, Defu Yang, Won Hwa Kim, Minjeong Kim, P. Laurienti, Guorong Wu
{"title":"HoloBrain: A Harmonic Holography for Self-organized Brain Function","authors":"Huan Liu, Tingting Dan, Zhuobin Huang, Defu Yang, Won Hwa Kim, Minjeong Kim, P. Laurienti, Guorong Wu","doi":"10.1007/978-3-031-34048-2_3","DOIUrl":"https://doi.org/10.1007/978-3-031-34048-2_3","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"32 1","pages":"29-40"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75504741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep Physics-Informed Super-Resolution of Cardiac 4D-Flow MRI 心脏4d血流MRI的深度物理信息超分辨率
Information processing in medical imaging : proceedings of the ... conference Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-34048-2_39
Fergus Shone, N. Ravikumar, T. Lassila, Michael MacRaild, Yongxing Wang, Z. Taylor, P. Jimack, E. D. Armellina, Alejandro F Frangi
{"title":"Deep Physics-Informed Super-Resolution of Cardiac 4D-Flow MRI","authors":"Fergus Shone, N. Ravikumar, T. Lassila, Michael MacRaild, Yongxing Wang, Z. Taylor, P. Jimack, E. D. Armellina, Alejandro F Frangi","doi":"10.1007/978-3-031-34048-2_39","DOIUrl":"https://doi.org/10.1007/978-3-031-34048-2_39","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"34 1","pages":"511-522"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84007690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Edge-Based Graph Neural Networks for Cell-Graph Modeling and Prediction 基于边缘的图神经网络在细胞图建模和预测中的应用
Information processing in medical imaging : proceedings of the ... conference Pub Date : 2023-01-01 DOI: 10.1007/978-3-031-34048-2_21
Taiyo Hasegawa, Helena Arvidsson, N. Tudzarovski, K. Meinke, R. Sugars, A. Nair
{"title":"Edge-Based Graph Neural Networks for Cell-Graph Modeling and Prediction","authors":"Taiyo Hasegawa, Helena Arvidsson, N. Tudzarovski, K. Meinke, R. Sugars, A. Nair","doi":"10.1007/978-3-031-34048-2_21","DOIUrl":"https://doi.org/10.1007/978-3-031-34048-2_21","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"1 1","pages":"265-277"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89766452","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neural Implicit k-Space for Binning-free Non-Cartesian Cardiac MR Imaging 无binning非笛卡儿心脏MR成像的神经隐式k空间
Information processing in medical imaging : proceedings of the ... conference Pub Date : 2022-12-16 DOI: 10.48550/arXiv.2212.08479
Wenqi Huang, Hongwei Li, G. Cruz, Jia-Yu Pan, D. Rueckert, K. Hammernik
{"title":"Neural Implicit k-Space for Binning-free Non-Cartesian Cardiac MR Imaging","authors":"Wenqi Huang, Hongwei Li, G. Cruz, Jia-Yu Pan, D. Rueckert, K. Hammernik","doi":"10.48550/arXiv.2212.08479","DOIUrl":"https://doi.org/10.48550/arXiv.2212.08479","url":null,"abstract":"In this work, we propose a novel image reconstruction framework that directly learns a neural implicit representation in k-space for ECG-triggered non-Cartesian Cardiac Magnetic Resonance Imaging (CMR). While existing methods bin acquired data from neighboring time points to reconstruct one phase of the cardiac motion, our framework allows for a continuous, binning-free, and subject-specific k-space representation.We assign a unique coordinate that consists of time, coil index, and frequency domain location to each sampled k-space point. We then learn the subject-specific mapping from these unique coordinates to k-space intensities using a multi-layer perceptron with frequency domain regularization. During inference, we obtain a complete k-space for Cartesian coordinates and an arbitrary temporal resolution. A simple inverse Fourier transform recovers the image, eliminating the need for density compensation and costly non-uniform Fourier transforms for non-Cartesian data. This novel imaging framework was tested on 42 radially sampled datasets from 6 subjects. The proposed method outperforms other techniques qualitatively and quantitatively using data from four and one heartbeat(s) and 30 cardiac phases. Our results for one heartbeat reconstruction of 50 cardiac phases show improved artifact removal and spatio-temporal resolution, leveraging the potential for real-time CMR.","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"59 1","pages":"548-560"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85622232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
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