Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- )最新文献

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Registration by Regression (RbR): a framework for interpretable and flexible atlas registration. 回归注册(RbR):一个可解释和灵活的地图集注册框架。
Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- ) Pub Date : 2024-10-01 Epub Date: 2024-10-05 DOI: 10.1007/978-3-031-73480-9_16
Karthik Gopinath, Xiaoling Hu, Malte Hoffmann, Oula Puonti, Juan Eugenio Iglesias
{"title":"Registration by Regression (RbR): a framework for interpretable and flexible atlas registration.","authors":"Karthik Gopinath, Xiaoling Hu, Malte Hoffmann, Oula Puonti, Juan Eugenio Iglesias","doi":"10.1007/978-3-031-73480-9_16","DOIUrl":"https://doi.org/10.1007/978-3-031-73480-9_16","url":null,"abstract":"<p><p>In human neuroimaging studies, atlas registration enables mapping MRI scans to a common coordinate frame, which is necessary to aggregate data from multiple subjects. Machine learning registration methods have achieved excellent speed and accuracy but lack interpretability and flexibility at test time (since their deformation model is fixed). More recently, keypoint-based methods have been proposed to tackle these issues, but their accuracy is still subpar, particularly when fitting nonlinear transforms. Here we propose Registration by Regression (RbR), a novel atlas registration framework that: is highly robust and flexible; can be trained with cheaply obtained data; and operates on a single channel, such that it can also be used as pretraining for other tasks. RbR predicts the (<i>x, y, z</i>) atlas coordinates for every voxel of the input scan (i.e., every voxel is a keypoint), and then uses closed-form expressions to quickly fit transforms using a wide array of possible deformation models, including affine and nonlinear (e.g., Bspline, Demons, invertible diffeomorphic models, etc.). Robustness is provided by the large number of voxels informing the registration and can be further increased by robust estimators like RANSAC. Experiments on independent public datasets show that RbR yields more accurate registration than competing keypoint approaches, over a wide range of deformation models.</p>","PeriodicalId":90799,"journal":{"name":"Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- )","volume":"15249 ","pages":"205-215"},"PeriodicalIF":0.0,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12380105/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144981992","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: 0
Biomedical Image Registration: 10th International Workshop, WBIR 2022, Munich, Germany, July 10–12, 2022, Proceedings 生物医学图像配准:第十届国际研讨会,WBIR 2022,德国慕尼黑,2022年7月10日至12日,论文集
Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- ) Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-11203-4
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引用次数: 0
Multi-channel Registration for Diffusion MRI: Longitudinal Analysis for the Neonatal Brain 弥散MRI多通道配准:新生儿大脑纵向分析
Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- ) Pub Date : 2020-05-13 DOI: 10.1007/978-3-030-50120-4_11
Alena Uus, Maximilian Pietsch, I. Grigorescu, Daan Christiaens, J. Tournier, Lucilio Cordero-Grande, J. Hutter, A. Edwards, J. Hajnal, M. Deprez
{"title":"Multi-channel Registration for Diffusion MRI: Longitudinal Analysis for the Neonatal Brain","authors":"Alena Uus, Maximilian Pietsch, I. Grigorescu, Daan Christiaens, J. Tournier, Lucilio Cordero-Grande, J. Hutter, A. Edwards, J. Hajnal, M. Deprez","doi":"10.1007/978-3-030-50120-4_11","DOIUrl":"https://doi.org/10.1007/978-3-030-50120-4_11","url":null,"abstract":"","PeriodicalId":90799,"journal":{"name":"Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- )","volume":"1 1","pages":"111 - 121"},"PeriodicalIF":0.0,"publicationDate":"2020-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82292941","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: 4
Diffusion Tensor Driven Image Registration: A Deep Learning Approach 扩散张量驱动的图像配准:一种深度学习方法
Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- ) Pub Date : 2020-05-13 DOI: 10.1007/978-3-030-50120-4_13
I. Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, J. Hutter, A. Edwards, J. Hajnal, M. Modat, M. Deprez
{"title":"Diffusion Tensor Driven Image Registration: A Deep Learning Approach","authors":"I. Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, J. Hutter, A. Edwards, J. Hajnal, M. Modat, M. Deprez","doi":"10.1007/978-3-030-50120-4_13","DOIUrl":"https://doi.org/10.1007/978-3-030-50120-4_13","url":null,"abstract":"","PeriodicalId":90799,"journal":{"name":"Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- )","volume":"71 1","pages":"131 - 140"},"PeriodicalIF":0.0,"publicationDate":"2020-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87672603","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: 4
An Unsupervised Learning Approach to Discontinuity-Preserving Image Registration 一种无损图像配准的无监督学习方法
Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- ) Pub Date : 2020-05-13 DOI: 10.1007/978-3-030-50120-4_15
Eric Ng, Mehran Ebrahimi
{"title":"An Unsupervised Learning Approach to Discontinuity-Preserving Image Registration","authors":"Eric Ng, Mehran Ebrahimi","doi":"10.1007/978-3-030-50120-4_15","DOIUrl":"https://doi.org/10.1007/978-3-030-50120-4_15","url":null,"abstract":"","PeriodicalId":90799,"journal":{"name":"Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- )","volume":"11 1","pages":"153 - 162"},"PeriodicalIF":0.0,"publicationDate":"2020-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88523205","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: 11
Towards Automated Spine Mobility Quantification: A Locally Rigid CT to X-ray Registration Framework 走向自动脊柱活动量化:局部刚性CT到x射线配准框架
Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- ) Pub Date : 2020-05-13 DOI: 10.1007/978-3-030-50120-4_7
David Drobny, M. Ranzini, A. Isaac, Tom Kamiel Magda Vercauteren, S. Ourselin, D. Choi, M. Modat
{"title":"Towards Automated Spine Mobility Quantification: A Locally Rigid CT to X-ray Registration Framework","authors":"David Drobny, M. Ranzini, A. Isaac, Tom Kamiel Magda Vercauteren, S. Ourselin, D. Choi, M. Modat","doi":"10.1007/978-3-030-50120-4_7","DOIUrl":"https://doi.org/10.1007/978-3-030-50120-4_7","url":null,"abstract":"","PeriodicalId":90799,"journal":{"name":"Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- )","volume":"131 1","pages":"67 - 77"},"PeriodicalIF":0.0,"publicationDate":"2020-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73729490","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
Multimodal MRI Template Creation in the Ring-Tailed Lemur and Rhesus Macaque 环尾狐猴和恒河猴多模态MRI模板的创建
Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- ) Pub Date : 2020-05-13 DOI: 10.1007/978-3-030-50120-4_14
F. Lange, Stephen M. Smith, M. Bertelsen, A. Khrapitchev, P. Manger, R. Mars, J. Andersson
{"title":"Multimodal MRI Template Creation in the Ring-Tailed Lemur and Rhesus Macaque","authors":"F. Lange, Stephen M. Smith, M. Bertelsen, A. Khrapitchev, P. Manger, R. Mars, J. Andersson","doi":"10.1007/978-3-030-50120-4_14","DOIUrl":"https://doi.org/10.1007/978-3-030-50120-4_14","url":null,"abstract":"","PeriodicalId":90799,"journal":{"name":"Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- )","volume":"124 1","pages":"141 - 150"},"PeriodicalIF":0.0,"publicationDate":"2020-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86289591","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: 4
Reinforced Redetection of Landmark in Pre- and Post-operative Brain Scan Using Anatomical Guidance for Image Alignment 应用解剖导向对图像对齐的术前和术后脑扫描中地标的强化再检测
Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- ) Pub Date : 2020-05-13 DOI: 10.1007/978-3-030-50120-4_8
Diana Waldmannstetter, F. Navarro, B. Wiestler, J. Kirschke, A. Sekuboyina, Ester Molero, Bjoern H Menze
{"title":"Reinforced Redetection of Landmark in Pre- and Post-operative Brain Scan Using Anatomical Guidance for Image Alignment","authors":"Diana Waldmannstetter, F. Navarro, B. Wiestler, J. Kirschke, A. Sekuboyina, Ester Molero, Bjoern H Menze","doi":"10.1007/978-3-030-50120-4_8","DOIUrl":"https://doi.org/10.1007/978-3-030-50120-4_8","url":null,"abstract":"","PeriodicalId":90799,"journal":{"name":"Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- )","volume":"48 1","pages":"81 - 90"},"PeriodicalIF":0.0,"publicationDate":"2020-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88125756","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
An Image Registration-Based Method for EPI Distortion Correction Based on Opposite Phase Encoding (COPE) 基于图像配准的对相编码(COPE) EPI失真校正方法
Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- ) Pub Date : 2020-05-13 DOI: 10.1007/978-3-030-50120-4_12
H. Breman, J. Mulders, Levin Fritz, J. Peters, John A. Pyles, J. Eck, M. Bastiani, A. Roebroeck, J. Ashburner, R. Goebel
{"title":"An Image Registration-Based Method for EPI Distortion Correction Based on Opposite Phase Encoding (COPE)","authors":"H. Breman, J. Mulders, Levin Fritz, J. Peters, John A. Pyles, J. Eck, M. Bastiani, A. Roebroeck, J. Ashburner, R. Goebel","doi":"10.1007/978-3-030-50120-4_12","DOIUrl":"https://doi.org/10.1007/978-3-030-50120-4_12","url":null,"abstract":"","PeriodicalId":90799,"journal":{"name":"Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- )","volume":"16 1","pages":"122 - 130"},"PeriodicalIF":0.0,"publicationDate":"2020-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73965835","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: 7
Multilevel 2D-3D Intensity-Based Image Registration 多级2D-3D基于强度的图像配准
Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- ) Pub Date : 2020-05-13 DOI: 10.1007/978-3-030-50120-4_6
Annkristin Lange, S. Heldmann
{"title":"Multilevel 2D-3D Intensity-Based Image Registration","authors":"Annkristin Lange, S. Heldmann","doi":"10.1007/978-3-030-50120-4_6","DOIUrl":"https://doi.org/10.1007/978-3-030-50120-4_6","url":null,"abstract":"","PeriodicalId":90799,"journal":{"name":"Biomedical image registration, ... proceedings. WBIR (Workshop : 2006- )","volume":"58 1","pages":"57 - 66"},"PeriodicalIF":0.0,"publicationDate":"2020-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80163529","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
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