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Voxel-accurate MRI-microscopy Correlation Enables AI-powered Prediction of Brain Disease States.

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Title: Voxel-accurate MRI-microscopy Correlation Enables AI-powered Prediction of Brain Disease States.
Authors: Schroers J; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany.; Division of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany., Yang Y; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany.; Clinical Cooperation Unit Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.; Department of Neurosurgery, Heidelberg University Hospital, Heidelberg, Germany., Reyhan E; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany.; Clinical Cooperation Unit Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany., Sivapalan N; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany., Ismail-Zade E; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany., Heuer A; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany., Scheck JG; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Pourkhalili Langeroudi A; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany., Alhalabi OT; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany.; Department of Neurosurgery, Heidelberg University Hospital, Heidelberg, Germany., Moghiseh T; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany.; Clinical Cooperation Unit Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany., Fischer M; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Batra D; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany., Jende J; Division of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany., Sahm F; Department of Neuropathology, Heidelberg University, Heidelberg, Germany., Suchorska B; Department of Neurosurgery, Heidelberg University Hospital, Heidelberg, Germany., Ippen FM; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany.; German Cancer Consortium (DKTK), Germany., Heiland DH; German Cancer Consortium (DKTK), Germany.; Translational Neurosurgery, Friedrich-Alexander University Erlangen Nuremberg, Erlangen, Germany.; Department of Neurosurgery, University Hospital Erlangen, Friedrich-Alexander University Erlangen Nuremberg, Erlangen, Germany.; Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA., Karreman MA; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany.; Clinical Cooperation Unit Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany., Ricklefs FL; Department of Neurosurgery, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany., Breckwoldt MO; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Clinical Cooperation Unit Neuroimmunology and Brain Tumor Immunology, German Cancer Research Center (DKFZ), Heidelberg, Germany., Kurz FT; Division of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Division of Neuroradiology, Geneva University Hospitals, Geneva, Switzerland., Venkataramani V; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany.
Source: Theranostics [Theranostics] 2026 Mar 17; Vol. 16 (10), pp. 5440-5462. Date of Electronic Publication: 2026 Mar 17 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Ivyspring International Publisher Country of Publication: Australia NLM ID: 101552395 Publication Model: eCollection Cited Medium: Internet ISSN: 1838-7640 (Electronic) Linking ISSN: 18387640 NLM ISO Abbreviation: Theranostics Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Schroers+J%22">Schroers J</searchLink>; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany.; Division of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Yang+Y%22">Yang Y</searchLink>; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany.; Clinical Cooperation Unit Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.; Department of Neurosurgery, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Reyhan+E%22">Reyhan E</searchLink>; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany.; Clinical Cooperation Unit Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Sivapalan+N%22">Sivapalan N</searchLink>; 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Division of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Division of Neuroradiology, Geneva University Hospitals, Geneva, Switzerland.<br /><searchLink fieldCode="AU" term="%22Venkataramani+V%22">Venkataramani V</searchLink>; Neurology Clinic, National Center for Tumor Diseases and European Center for Neurooncology (EZN), Heidelberg University Hospital, Heidelberg, Germany.
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