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Paper Details

Federated learning enables big data for rare cancer boundary detection.
Nat Commun
55
2022
FL, cancer, glioblastoma, rare diseases, tumor
Author NameAffiliation
Christos DavatzikosCenter for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania
Christos DavatzikosPerelman School of Medicine, University of Pennsylvania
Christos DavatzikosCenter for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania
Christos DavatzikosPerelman School of Medicine, University of Pennsylvania
Michel BilelloCenter for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania
Michel BilelloPerelman School of Medicine, University of Pennsylvania
Felix SahmClinical Cooperation Unit Neuropathology, German Cancer Consortium (DKTK) within the German Cancer Research Center (DKFZ)
Felix SahmHeidelberg University Hospital
Felix SahmClinical Cooperation Unit Neuropathology, German Cancer Consortium (DKTK) within the German Cancer Research Center (DKFZ)
Felix SahmHeidelberg University Hospital
Evan CalabreseUniversity of California San Francisco
Jeffrey D RudieUniversity of California San Francisco
Javier E Villanueva-MeyerUniversity of California San Francisco
Javier E Villanueva-MeyerUniversity of California San Francisco
Raymond Y HuangBrigham and Women's Hospital, Harvard Medical School
Johannes TrenklerInstitute of Neuroradiology, Kepler University Hospital Linz
Josef PichlerKepler University Hospital Linz
Joshua D PalmerThe James Cancer Hospital and Solove Research Institute, The Ohio State University Comprehensive Cancer Center
Adam E FlandersSidney Kimmel Cancer Center, Thomas Jefferson University
Adam E FlandersSidney Kimmel Cancer Center, Thomas Jefferson University
Pheng-Ann HengThe Chinese University of Hong Kong
Qi DouThe Chinese University of Hong Kong
Michael A VogelbaumH. Lee Moffitt Cancer Center and Research Institute
Benjamin M Ellingsonuniversity of california los angeles Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers, David Geffen School of Medicine, University of California Los Angeles
Benjamin M Ellingsonuniversity of california los angeles Neuro-Oncology Program, David Geffen School of Medicine, University of California Los Angeles
Benjamin M Ellingsonuniversity of california los angeles Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers, David Geffen School of Medicine, University of California Los Angeles
Benjamin M Ellingsonuniversity of california los angeles Neuro-Oncology Program, David Geffen School of Medicine, University of California Los Angeles
Timothy F Cloughesyuniversity of california los angeles Neuro-Oncology Program, David Geffen School of Medicine, University of California Los Angeles
Timothy F Cloughesyuniversity of california los angeles Neuro-Oncology Program, David Geffen School of Medicine, University of California Los Angeles
Daniel S MarcusWashington University in St. Louis
Daniel S MarcusWashington University in St. Louis
Benedikt WiestlerTechnical University of Munich
Benedikt WiestlerTranslaTUM (Zentralinstitut fur translationale Krebsforschung der Technischen Universitat Munchen)
Andrew E SloanUniversity Hospitals-Seidman Cancer Center
Andrew E SloanCase Western Reserve University School of Medicine
Andrew E SloanCase Comprehensive Cancer Center
Rivka R ColenUniversity of Pittsburgh
Rivka R ColenUniversity of Texas MD Anderson Cancer Center
Ben GlockerImperial College London
Laila M Poisson
Rohan BarejaCase Western Reserve University
Joost W SchoutenErasmus MC University Medical Centre Rotterdam
Pim J FrenchErasmus MC Cancer Institute
Bennett A LandmanVanderbilt University
Lola B ChamblessVanderbilt University Medical Center
Akshitkumar M MistryVanderbilt University Medical Center
Subha MadhavanInnovation Center for Biomedical Informatics (ICBI), Georgetown University
Subha MadhavanInnovation Center for Biomedical Informatics (ICBI), Georgetown University
Tobias WeissClinical Neuroscience Center, University Hospital Zurich and University of Zurich
Michael WellerClinical Neuroscience Center, University Hospital Zurich and University of Zurich
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