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Spatial analysis of malignant-immune cell interactions in the tumor microenvironment using topological data analysis.

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Title: Spatial analysis of malignant-immune cell interactions in the tumor microenvironment using topological data analysis.
Authors: Park SA; Department of Dosimetry and Application of Ionizing Radiation, Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic., Gurnari D; Dioscuri Centre in Topological Data Analysis, Institute of Mathematics, Polish Academy of Sciences, Warsaw, Poland., Dłotko P; Discouri Center for Topological Data Analysis, Center of Trustworthy AI for Life Sciences - International Research Agendas Programme, University of Warsaw, Warsaw, Poland., Kim Y; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology, Cancer Center Amsterdam, Amsterdam, The Netherlands. yo.kim@amsterdamumc.nl., Hahn J; Department of Software Engineering, Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic. jooyoung.hahn@fjfi.cvut.cz.
Source: NPJ systems biology and applications [NPJ Syst Biol Appl] 2026 Jun 13. Date of Electronic Publication: 2026 Jun 13.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group in partnership with SBI, The Systems Biology Institute Country of Publication: England NLM ID: 101677786 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2056-7189 (Electronic) Linking ISSN: 20567189 NLM ISO Abbreviation: NPJ Syst Biol Appl Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Park+SA%22">Park SA</searchLink>; Department of Dosimetry and Application of Ionizing Radiation, Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Gurnari+D%22">Gurnari D</searchLink>; Dioscuri Centre in Topological Data Analysis, Institute of Mathematics, Polish Academy of Sciences, Warsaw, Poland.<br /><searchLink fieldCode="AU" term="%22Dłotko+P%22">Dłotko P</searchLink>; Discouri Center for Topological Data Analysis, Center of Trustworthy AI for Life Sciences - International Research Agendas Programme, University of Warsaw, Warsaw, Poland.<br /><searchLink fieldCode="AU" term="%22Kim+Y%22">Kim Y</searchLink>; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology, Cancer Center Amsterdam, Amsterdam, The Netherlands. yo.kim@amsterdamumc.nl.<br /><searchLink fieldCode="AU" term="%22Hahn+J%22">Hahn J</searchLink>; Department of Software Engineering, Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Prague, Czech Republic. jooyoung.hahn@fjfi.cvut.cz.
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  Data: <searchLink fieldCode="JN" term="%22101677786%22">NPJ systems biology and applications</searchLink> [NPJ Syst Biol Appl] 2026 Jun 13. <i>Date of Electronic Publication: </i>2026 Jun 13.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group+in+partnership+with+SBI%2C+The+Systems+Biology+Institute%22">Nature Publishing Group in partnership with SBI, The Systems Biology Institute </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101677786 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2056-7189 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220567189%22">20567189 </searchLink><i>NLM ISO Abbreviation: </i>NPJ Syst Biol Appl <i>Subsets: </i>MEDLINE
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        Value: 10.1038/s41540-026-00763-7
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