Computational diffusion MRI : MICCAI Workshop最新文献

筛选
英文 中文
Exploring DTI Benchmark Databases Through Visual Analytics 通过可视化分析探索DTI基准数据库
Computational diffusion MRI : MICCAI Workshop Pub Date : 2021-01-01 DOI: 10.1007/978-3-030-73018-5_23
A. Romero, Daniel Althviz Moré, I. Teh, Jürgen Schneider, M. Viallon, P. Croisille
{"title":"Exploring DTI Benchmark Databases Through Visual Analytics","authors":"A. Romero, Daniel Althviz Moré, I. Teh, Jürgen Schneider, M. Viallon, P. Croisille","doi":"10.1007/978-3-030-73018-5_23","DOIUrl":"https://doi.org/10.1007/978-3-030-73018-5_23","url":null,"abstract":"","PeriodicalId":72661,"journal":{"name":"Computational diffusion MRI : MICCAI Workshop","volume":"19 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90060806","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
Direct Reconstruction of Crossing Muscle Fibers in the Human Tongue Using a Deep Neural Network 用深度神经网络直接重建人类舌头的交叉肌纤维
Computational diffusion MRI : MICCAI Workshop Pub Date : 2021-01-01 DOI: 10.1007/978-3-030-73018-5_6
Muhan Shao, A. Carass, Arnold D. Gomez, J. Zhuo, Xiao Liang, M. Stone, Jerry L Prince
{"title":"Direct Reconstruction of Crossing Muscle Fibers in the Human Tongue Using a Deep Neural Network","authors":"Muhan Shao, A. Carass, Arnold D. Gomez, J. Zhuo, Xiao Liang, M. Stone, Jerry L Prince","doi":"10.1007/978-3-030-73018-5_6","DOIUrl":"https://doi.org/10.1007/978-3-030-73018-5_6","url":null,"abstract":"","PeriodicalId":72661,"journal":{"name":"Computational diffusion MRI : MICCAI Workshop","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85426251","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: 2
Diffusion MRI Fiber Orientation Distribution Function Estimation Using Voxel-Wise Spherical U-Net 基于体素方向球形U-Net的扩散MRI纤维取向分布函数估计
Computational diffusion MRI : MICCAI Workshop Pub Date : 2021-01-01 DOI: 10.1007/978-3-030-73018-5_8
Sara Sedlar, T. Papadopoulo, R. Deriche, Samuel Deslauriers-Gauthier
{"title":"Diffusion MRI Fiber Orientation Distribution Function Estimation Using Voxel-Wise Spherical U-Net","authors":"Sara Sedlar, T. Papadopoulo, R. Deriche, Samuel Deslauriers-Gauthier","doi":"10.1007/978-3-030-73018-5_8","DOIUrl":"https://doi.org/10.1007/978-3-030-73018-5_8","url":null,"abstract":"","PeriodicalId":72661,"journal":{"name":"Computational diffusion MRI : MICCAI Workshop","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88812351","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: 18
A Signal Peak Separation Index for Axisymmetric B-Tensor Encoding 轴对称b张量编码的信号峰值分离指标
Computational diffusion MRI : MICCAI Workshop Pub Date : 2020-10-16 DOI: 10.1007/978-3-030-73018-5_3
Gaëtan Rensonnet, Jonathan Rafael-Patino, B. Macq, J. Thiran, G. Girard, Marco Pizzolato Signal Processing Lab, 'Ecole polytechnique f'ed'erale de Lausanne, Lausanne, Switzerland., Icteam Institute, Universit'e catholique de Louvain, Louvain-la-Neuve, Belgium, Center for Computational Imaging, Radiology Department, C. Vaudois, University of Lausanne, D. Mathematics, Computer Science, T. Denmark, Kongens Lyngby, Denmark.
{"title":"A Signal Peak Separation Index for Axisymmetric B-Tensor Encoding","authors":"Gaëtan Rensonnet, Jonathan Rafael-Patino, B. Macq, J. Thiran, G. Girard, Marco Pizzolato Signal Processing Lab, 'Ecole polytechnique f'ed'erale de Lausanne, Lausanne, Switzerland., Icteam Institute, Universit'e catholique de Louvain, Louvain-la-Neuve, Belgium, Center for Computational Imaging, Radiology Department, C. Vaudois, University of Lausanne, D. Mathematics, Computer Science, T. Denmark, Kongens Lyngby, Denmark.","doi":"10.1007/978-3-030-73018-5_3","DOIUrl":"https://doi.org/10.1007/978-3-030-73018-5_3","url":null,"abstract":"","PeriodicalId":72661,"journal":{"name":"Computational diffusion MRI : MICCAI Workshop","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72898019","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: 6
Q-Space Quantitative Diffusion MRI Measures Using a Stretched-Exponential Representation 使用扩展指数表示的q空间定量扩散MRI测量
Computational diffusion MRI : MICCAI Workshop Pub Date : 2020-09-15 DOI: 10.1007/978-3-030-73018-5_10
Tomasz Pieciak, M. Afzali, Fabian Bogusz, S. Aja‐Fernández, Derek K. Jones
{"title":"Q-Space Quantitative Diffusion MRI Measures Using a Stretched-Exponential Representation","authors":"Tomasz Pieciak, M. Afzali, Fabian Bogusz, S. Aja‐Fernández, Derek K. Jones","doi":"10.1007/978-3-030-73018-5_10","DOIUrl":"https://doi.org/10.1007/978-3-030-73018-5_10","url":null,"abstract":"","PeriodicalId":72661,"journal":{"name":"Computational diffusion MRI : MICCAI Workshop","volume":"11 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82848313","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
Investigation of Changes in Anomalous Diffusion Parameters in a Mouse Model of Brain Tumour 小鼠脑肿瘤模型中异常扩散参数变化的研究
Computational diffusion MRI : MICCAI Workshop Pub Date : 2020-01-01 DOI: 10.1007/978-3-030-52893-5_14
Qianqian Yang, S. Puttick, Zara C. Bruce, B. Day, V. Vegh
{"title":"Investigation of Changes in Anomalous Diffusion Parameters in a Mouse Model of Brain Tumour","authors":"Qianqian Yang, S. Puttick, Zara C. Bruce, B. Day, V. Vegh","doi":"10.1007/978-3-030-52893-5_14","DOIUrl":"https://doi.org/10.1007/978-3-030-52893-5_14","url":null,"abstract":"","PeriodicalId":72661,"journal":{"name":"Computational diffusion MRI : MICCAI Workshop","volume":"24 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81251122","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: 5
A framework to construct a longitudinal DW-MRI infant atlas based on mixed effects modeling of dODF coefficients. 基于dODF系数混合效应建模的纵向DW-MRI婴儿图谱构建框架。
Computational diffusion MRI : MICCAI Workshop Pub Date : 2020-01-01 DOI: 10.1007/978-3-030-52893-5_13
Heejong Kim, Martin Styner, Joseph Piven, Guido Gerig
{"title":"A framework to construct a longitudinal DW-MRI infant atlas based on mixed effects modeling of dODF coefficients.","authors":"Heejong Kim,&nbsp;Martin Styner,&nbsp;Joseph Piven,&nbsp;Guido Gerig","doi":"10.1007/978-3-030-52893-5_13","DOIUrl":"https://doi.org/10.1007/978-3-030-52893-5_13","url":null,"abstract":"<p><p>Building of atlases plays a crucial role in the analysis of brain images. In scenarios where early growth, aging or disease trajectories are of key importance, longitudinal atlases become necessary as references, most often created from cross-sectional data. New opportunities will be offered by creating longitudinal brain atlases from longitudinal subject-specific image data, where explicit modeling of subject's variability in slope and intercept leads to a more robust estimation of average trajectories but also to estimates of confidence bounds. This work focuses on a framework to build a continuous 4D atlas from longitudinal high angular resolution diffusion images (HARDI) where, unlike atlases of derived scalar diffusion indices such as FA, statistics on dODFs is preserved. Multi-scalar images obtained from DW images are used for geometric alignment, and linear mixed-effects modeling from longitudinal diffusion orientation distribution functions (dODF) leads to estimation of continuous dODF changes. The proposed method is applied to a longitudinal dataset of HARDI images from healthy developing infants in the age range of 3 to 36 months. Verification of mixed-effects modeling is obtained by voxel-wise goodness of fit calculations. To demonstrate the potential of our method, we display changes of longitudinal atlas using dODF and derived generalized fractional anisotropy (GFA) of dODF. We also investigate white matter maturation patterns in genu, body, and splenium of the corpus callosum. The framework can be used to build an average dODF atlas from HARDI data and to derive subject-specific and population-based longitudinal change trajectories.</p>","PeriodicalId":72661,"journal":{"name":"Computational diffusion MRI : MICCAI Workshop","volume":"2020 ","pages":"149-159"},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8341566/pdf/nihms-1723534.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9783118","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Acquiring and Predicting Multidimensional Diffusion (MUDI) Data: An Open Challenge 多维扩散(MUDI)数据的获取和预测:一个开放的挑战
Computational diffusion MRI : MICCAI Workshop Pub Date : 2020-01-01 DOI: 10.1007/978-3-030-52893-5_17
M. Pizzolato, M. Palombo, E. Bonet-Carne, W. ChantalM., Tax., Francesco Grussu, A. Ianuş, Fabian Bogusz, Tomasz, Pieciak, L. Ning, H. Larochelle, M. Descoteaux, Maxime, V. Chamberland, Stefano B. Blumberg, T. Mertzanidou, C. Daniel, Alexander, M. Afzali, S. Aja‐Fernández, Derek K. Jones, C. Westin, Y. Rathi, S. Baete, Lucilio, Cordero-Grande, T.R. Ladner, P. Slator, J. Hajnal, J. Thiran, A. Price, F. Sepehrband, Fan, Zhang, J. Hutter
{"title":"Acquiring and Predicting Multidimensional Diffusion (MUDI) Data: An Open Challenge","authors":"M. Pizzolato, M. Palombo, E. Bonet-Carne, W. ChantalM., Tax., Francesco Grussu, A. Ianuş, Fabian Bogusz, Tomasz, Pieciak, L. Ning, H. Larochelle, M. Descoteaux, Maxime, V. Chamberland, Stefano B. Blumberg, T. Mertzanidou, C. Daniel, Alexander, M. Afzali, S. Aja‐Fernández, Derek K. Jones, C. Westin, Y. Rathi, S. Baete, Lucilio, Cordero-Grande, T.R. Ladner, P. Slator, J. Hajnal, J. Thiran, A. Price, F. Sepehrband, Fan, Zhang, J. Hutter","doi":"10.1007/978-3-030-52893-5_17","DOIUrl":"https://doi.org/10.1007/978-3-030-52893-5_17","url":null,"abstract":"","PeriodicalId":72661,"journal":{"name":"Computational diffusion MRI : MICCAI Workshop","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89480629","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: 14
A Network-Based Analysis of the Preterm Adolescent Brain Using PCA and Graph Theory
Computational diffusion MRI : MICCAI Workshop Pub Date : 2020-01-01 DOI: 10.1007/978-3-030-52893-5_15
Hassna Irzan, Michael Hütel, Carla Semedo, H. O’Reilly, Manisha Sahota, S. Ourselin, N. Marlow, A. Melbourne
{"title":"A Network-Based Analysis of the Preterm Adolescent Brain Using PCA and Graph Theory","authors":"Hassna Irzan, Michael Hütel, Carla Semedo, H. O’Reilly, Manisha Sahota, S. Ourselin, N. Marlow, A. Melbourne","doi":"10.1007/978-3-030-52893-5_15","DOIUrl":"https://doi.org/10.1007/978-3-030-52893-5_15","url":null,"abstract":"","PeriodicalId":72661,"journal":{"name":"Computational diffusion MRI : MICCAI Workshop","volume":"104 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88142664","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: 5
DWI Simulation-Assisted Machine Learning Models for Microstructure Estimation 微观结构估计的DWI模拟辅助机器学习模型
Computational diffusion MRI : MICCAI Workshop Pub Date : 2020-01-01 DOI: 10.1007/978-3-030-52893-5_11
Jonathan Rafael-Patino, Thomas Yu, V. Delvigne, M. Barakovic, M. Pizzolato, G. Girard, Derek K. Jones, Erick Jorge Canales-Rodríguez, J. Thiran
{"title":"DWI Simulation-Assisted Machine Learning Models for Microstructure Estimation","authors":"Jonathan Rafael-Patino, Thomas Yu, V. Delvigne, M. Barakovic, M. Pizzolato, G. Girard, Derek K. Jones, Erick Jorge Canales-Rodríguez, J. Thiran","doi":"10.1007/978-3-030-52893-5_11","DOIUrl":"https://doi.org/10.1007/978-3-030-52893-5_11","url":null,"abstract":"","PeriodicalId":72661,"journal":{"name":"Computational diffusion MRI : MICCAI Workshop","volume":"88 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72984276","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
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信