Research ArticleBRAIN TUMOR IMAGING
Image-Based Search in Radiology: Identification of Brain Tumor Subtypes within Databases Using MRI-Based Radiomic Features
Marc von Reppert, Saahil Chadha, Klara Willms, Arman Avesta, Nazanin Maleki, Tal Zeevi, Jan Lost, Niklas Tillmanns, Leon Jekel, Sara Merkaj, MingDe Lin, Karl-Titus Hoffmann, Sanjay Aneja, Mariam S. Aboian and for the IBSR Consortium
American Journal of Neuroradiology June 2025, DOI: https://doi.org/10.3174/ajnr.A8805
Marc von Reppert
aFrom the University of Leipzig (M.v.R., K.W., K.-T.H., S.A.), Leipzig, Germany
Saahil Chadha
bDepartment of Radiology and Biomedical Imaging (S.C., A.A.), Yale School of Medicine, New Haven, Connecticut
cCenter for Outcomes Research and Evaluation (S.C.), Yale School of Medicine, New Haven, Connecticut
Klara Willms
aFrom the University of Leipzig (M.v.R., K.W., K.-T.H., S.A.), Leipzig, Germany
Arman Avesta
bDepartment of Radiology and Biomedical Imaging (S.C., A.A.), Yale School of Medicine, New Haven, Connecticut
dDepartment of Radiology (A.A.), Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
Nazanin Maleki
eDepartment of Radiology (N.M., M.S.A.), Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
Tal Zeevi
fCenter for Translational Imaging Analysis and Machine Learning, Department of Radiology and Biomedical Imaging (T.Z.), Yale School of Medicine, New Haven, Connecticut
Jan Lost
gDepartment of Neurosurgery (J.L.), Heinrich-Heine-University, Duesseldorf, Germany
Niklas Tillmanns
hDepartment of Diagnostic and Interventional Radiology, Medical Faculty (N.T.), University Dusseldorf, Dusseldorf, Germany
Leon Jekel
iUniversity of Duisburg-Essen (L.J.), Essen, Germany
jDKFZ Division of Translational Neuro-oncology at the WTZ, German Cancer Consortium, DKTK Partner Site (L.J.), University Hospital Essen, Essen, Germany
Sara Merkaj
kUniversity of Ulm (S.M.), Ulm, Germany
MingDe Lin
lVisage Imaging, Inc. (M.L.), San Diego, California
Karl-Titus Hoffmann
aFrom the University of Leipzig (M.v.R., K.W., K.-T.H., S.A.), Leipzig, Germany
Sanjay Aneja
aFrom the University of Leipzig (M.v.R., K.W., K.-T.H., S.A.), Leipzig, Germany
mDepartment of Therapeutic Radiology (S.A.), Yale School of Medicine, New Haven, Connecticut
Mariam S. Aboian
eDepartment of Radiology (N.M., M.S.A.), Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania

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Marc von Reppert, Saahil Chadha, Klara Willms, Arman Avesta, Nazanin Maleki, Tal Zeevi, Jan Lost, Niklas Tillmanns, Leon Jekel, Sara Merkaj, MingDe Lin, Karl-Titus Hoffmann, Sanjay Aneja, Mariam S. Aboian, for the IBSR Consortium
Image-Based Search in Radiology: Identification of Brain Tumor Subtypes within Databases Using MRI-Based Radiomic Features
American Journal of Neuroradiology Jun 2025, DOI: 10.3174/ajnr.A8805
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Brain Tumor Subtyping Image-Based search via MRI
Marc von Reppert, Saahil Chadha, Klara Willms, Arman Avesta, Nazanin Maleki, Tal Zeevi, Jan Lost, Niklas Tillmanns, Leon Jekel, Sara Merkaj, MingDe Lin, Karl-Titus Hoffmann, Sanjay Aneja, Mariam S. Aboian, for the IBSR Consortium
American Journal of Neuroradiology Jun 2025, DOI: 10.3174/ajnr.A8805
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