Leveraging a foundation model zoo for cell similarity search in oncological microscopy across devices.
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| Title: | Leveraging a foundation model zoo for cell similarity search in oncological microscopy across devices. |
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| Authors: | Kalweit G; Collaborative Research Institute Intelligent Oncology (CRIION), Freiburg, Germany.; Neurorobotics Lab, Department of Computer Science, University of Freiburg, Freiburg, Germany., Klett A; Collaborative Research Institute Intelligent Oncology (CRIION), Freiburg, Germany., Silvestrini P; Collaborative Research Institute Intelligent Oncology (CRIION), Freiburg, Germany.; Laboratory of Applied Cellular and Molecular Biology, Institute of Veterinary Sciences of the Litoral, Universidad Nacional del Litoral (UNL) - National Scientific and Technical Research Council (CONICET), Esperanza, Argentina., Rahnfeld J; Collaborative Research Institute Intelligent Oncology (CRIION), Freiburg, Germany.; Neurorobotics Lab, Department of Computer Science, University of Freiburg, Freiburg, Germany., Naouar M; Collaborative Research Institute Intelligent Oncology (CRIION), Freiburg, Germany.; Neurorobotics Lab, Department of Computer Science, University of Freiburg, Freiburg, Germany., Vogt Y; Collaborative Research Institute Intelligent Oncology (CRIION), Freiburg, Germany.; Neurorobotics Lab, Department of Computer Science, University of Freiburg, Freiburg, Germany., Infante D; Collaborative Research Institute Intelligent Oncology (CRIION), Freiburg, Germany.; Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Berger R; Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Duque-Afonso J; Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Hartmann TN; Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Follo M; Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; Lighthouse Core Facility, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Bodurova-Spassova E; Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; Lighthouse Core Facility, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Lübbert M; Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Freiburg, Freiburg, Germany., Mertelsmann R; Collaborative Research Institute Intelligent Oncology (CRIION), Freiburg, Germany.; Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; Mertelsmann Foundation, Freiburg, Germany., Boedecker J; Collaborative Research Institute Intelligent Oncology (CRIION), Freiburg, Germany.; Neurorobotics Lab, Department of Computer Science, University of Freiburg, Freiburg, Germany.; Intelligent Machine-Brain Interfacing Technology (IMBIT), BrainLinks-BrainTools, University of Freiburg, Freiburg, Germany., Ullrich E; Collaborative Research Institute Intelligent Oncology (CRIION), Freiburg, Germany.; Department of Pediatrics, Experimental Immunology and Cell Therapy, Goethe University Frankfurt, Frankfurt am Main, Germany.; German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Frankfurt, Frankfurt am Main, Germany., Kalweit M; Collaborative Research Institute Intelligent Oncology (CRIION), Freiburg, Germany.; Neurorobotics Lab, Department of Computer Science, University of Freiburg, Freiburg, Germany. |
| Source: | Frontiers in oncology [Front Oncol] 2025 Jun 18; Vol. 15, pp. 1480384. Date of Electronic Publication: 2025 Jun 18 (Print Publication: 2025). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101568867 Publication Model: eCollection Cited Medium: Print ISSN: 2234-943X (Print) Linking ISSN: 2234943X NLM ISO Abbreviation: Front Oncol Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2234-943X |
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| DOI: | 10.3389/fonc.2025.1480384 |
