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Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He...最新文献

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Interpretability of Machine Intelligence in Medical Image Computing: 5th International Workshop, iMIMIC 2022, Held in Conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022, Proceedings 医学图像计算中机器智能的可解释性:第五届国际研讨会，iMIMIC 2022，与MICCAI 2022一起举行，新加坡，新加坡，2022年9月22日，会议录
Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He... Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-17976-1
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引用次数: 1
Lattice Paths for Persistent Diagrams. 持久化图的点阵路径。
Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He... Pub Date : 2021-01-01 DOI: 10.1007/978-3-030-87444-5_8
Moo K Chung, Hernando Ombao
{"title":"Lattice Paths for Persistent Diagrams.","authors":"Moo K Chung,&nbsp;Hernando Ombao","doi":"10.1007/978-3-030-87444-5_8","DOIUrl":"https://doi.org/10.1007/978-3-030-87444-5_8","url":null,"abstract":"<p><p>Persistent homology has undergone significant development in recent years. However, one outstanding challenge is to build a coherent statistical inference procedure on persistent diagrams. In this paper, we first present a new lattice path representation for persistent diagrams. We then develop a new exact statistical inference procedure for lattice paths via combinatorial enumerations. The lattice path method is applied to the topological characterization of the protein structures of the COVID-19 virus. We demonstrate that there are topological changes during the conformational change of spike proteins.</p>","PeriodicalId":73499,"journal":{"name":"Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8730383/pdf/nihms-1763408.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10382848","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: 7
Same But Different: Distance Correlations Between Topological Summaries 相同而不同:拓扑摘要之间的距离相关性
Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He... Pub Date : 2019-03-04 DOI: 10.1007/978-3-030-43408-3_18
Katharine Turner, Gard Spreemann
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引用次数: 16
Canonical Stratifications Along Bisheaves 沿双海的典型分层
Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He... Pub Date : 2018-12-13 DOI: 10.1007/978-3-030-43408-3_15
Vidit Nanda, A. Patel
{"title":"Canonical Stratifications Along Bisheaves","authors":"Vidit Nanda, A. Patel","doi":"10.1007/978-3-030-43408-3_15","DOIUrl":"https://doi.org/10.1007/978-3-030-43408-3_15","url":null,"abstract":"","PeriodicalId":73499,"journal":{"name":"Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82781190","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
The Persistence Landscape and Some of Its Properties 持久性景观及其一些属性
Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He... Pub Date : 2018-10-11 DOI: 10.1007/978-3-030-43408-3_4
Peter Bubenik
{"title":"The Persistence Landscape and Some of Its Properties","authors":"Peter Bubenik","doi":"10.1007/978-3-030-43408-3_4","DOIUrl":"https://doi.org/10.1007/978-3-030-43408-3_4","url":null,"abstract":"","PeriodicalId":73499,"journal":{"name":"Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77163377","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: 49
Percolation on Homology Generators in Codimension One 余维1中同调发生器上的渗透
Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He... Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-43408-3_12
Y. Hiraoka, T. Mikami
{"title":"Percolation on Homology Generators in Codimension One","authors":"Y. Hiraoka, T. Mikami","doi":"10.1007/978-3-030-43408-3_12","DOIUrl":"https://doi.org/10.1007/978-3-030-43408-3_12","url":null,"abstract":"","PeriodicalId":73499,"journal":{"name":"Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75544838","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
Hyperplane Neural Codes and the Polar Complex 超平面神经编码和极性复合体
Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He... Pub Date : 2018-01-08 DOI: 10.1007/978-3-030-43408-3_13
V. Itskov, Alex Kunin, Zvi Rosen
{"title":"Hyperplane Neural Codes and the Polar Complex","authors":"V. Itskov, Alex Kunin, Zvi Rosen","doi":"10.1007/978-3-030-43408-3_13","DOIUrl":"https://doi.org/10.1007/978-3-030-43408-3_13","url":null,"abstract":"","PeriodicalId":73499,"journal":{"name":"Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85822567","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: 15
Neural Ring Homomorphisms and Maps Between Neural Codes 神经环同态与神经编码之间的映射
Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He... Pub Date : 2015-11-01 DOI: 10.1007/978-3-030-43408-3_7
C. Curto, Nora Youngs
{"title":"Neural Ring Homomorphisms and Maps Between Neural Codes","authors":"C. Curto, Nora Youngs","doi":"10.1007/978-3-030-43408-3_7","DOIUrl":"https://doi.org/10.1007/978-3-030-43408-3_7","url":null,"abstract":"","PeriodicalId":73499,"journal":{"name":"Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data : 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, He...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73016505","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
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