Comparison of baseline correction algorithms for in vivo ¹ H-MRS.

Autor: Pasmiño D; Electrical Engineering Department, Universidad de Concepcion, Concepcion, Chile., Slotboom J; Support Center for Advanced Neuroimaging (SCAN), Neuroradiology, University Hospital Inselspital, Bern, Switzerland., Schweisthal B; Support Center for Advanced Neuroimaging (SCAN), Neuroradiology, University Hospital Inselspital, Bern, Switzerland.; Politehnica University Timișoara, Timișoara, Romania., Guevara P; Electrical Engineering Department, Universidad de Concepcion, Concepcion, Chile., Valenzuela W; Support Center for Advanced Neuroimaging (SCAN), Neuroradiology, University Hospital Inselspital, Bern, Switzerland., Pino EJ; Electrical Engineering Department, Universidad de Concepcion, Concepcion, Chile.

Publikováno v: NMR in biomedicine [NMR Biomed] 2024 Nov; Vol. 37 (11), pp. e5203. Date of Electronic Publication: 2024 Jul 02.

Deep learning pipeline for quality filtering of MRSI spectra.

Autor: Rakić M; Research and Development, Icometrix, Leuven, Belgium.; Department of Electrical Engineering (ESAT), Processing Speech and Images (PSI) and Medical Imaging Research Center, KU Leuven, Leuven, Belgium., Turco F; Institute for Diagnostic and Interventional Radiology, Support Center for Advanced Neuroimaging (SCAN), University of Bern, Bern, Switzerland., Weng G; Institute for Diagnostic and Interventional Radiology, Support Center for Advanced Neuroimaging (SCAN), University of Bern, Bern, Switzerland., Maes F; Department of Electrical Engineering (ESAT), Processing Speech and Images (PSI) and Medical Imaging Research Center, KU Leuven, Leuven, Belgium., Sima DM; Research and Development, Icometrix, Leuven, Belgium., Slotboom J; Institute for Diagnostic and Interventional Radiology, Support Center for Advanced Neuroimaging (SCAN), University of Bern, Bern, Switzerland.

Publikováno v: NMR in biomedicine [NMR Biomed] 2024 Jul; Vol. 37 (7), pp. e5012. Date of Electronic Publication: 2023 Jul 30.

Higher striatal glutamate in male youth with internet gaming disorder.

Autor: Klar J; University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.; Department of Neurology, University of Zurich, Zurich, Switzerland., Slotboom J; Support Center for Advanced Neuroimaging (SCAN), Neuroradiology, University Hospital of Bern, Inselspital, Bern, Switzerland., Lerch S; University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland., Koenig J; University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.; Department of Child and Adolescent Psychiatry, Center for Psychosocial Medicine, University of Heidelberg, Heidelberg, Germany.; Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Medical Faculty, University of Cologne, Cologne, Germany.; Clinic and Polyclinic for Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Cologne, Cologne, Germany., Wiest R; Institute of Diagnostic and Interventional Neuroradiology, University Hospital of Bern, Inselspital, Bern, Switzerland., Kaess M; University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.; Department of Child and Adolescent Psychiatry, Center for Psychosocial Medicine, University of Heidelberg, Heidelberg, Germany., Kindler J; University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland. jochen.kindler@upd.unibe.ch.

Publikováno v: European archives of psychiatry and clinical neuroscience [Eur Arch Psychiatry Clin Neurosci] 2024 Mar; Vol. 274 (2), pp. 301-309. Date of Electronic Publication: 2023 Jul 28.

α-D-Glucose as a non-radioactive MRS tracer for metabolic studies of the brain.

Autor: Weng G; Institute for Diagnostic and Interventional Neuroradiology, Support Center for Advanced Neuroimaging (SCAN), Bern University Hospital, Inselspital, University of Bern, Bern, Switzerland.; Translational Imaging Center, Sitem-Insel, Bern, Switzerland., Radojewski P; Institute for Diagnostic and Interventional Neuroradiology, Support Center for Advanced Neuroimaging (SCAN), Bern University Hospital, Inselspital, University of Bern, Bern, Switzerland.; Translational Imaging Center, Sitem-Insel, Bern, Switzerland., Slotboom J; Institute for Diagnostic and Interventional Neuroradiology, Support Center for Advanced Neuroimaging (SCAN), Bern University Hospital, Inselspital, University of Bern, Bern, Switzerland. Johannes.Slotboom@insel.ch.; Translational Imaging Center, Sitem-Insel, Bern, Switzerland. Johannes.Slotboom@insel.ch.

Publikováno v: Scientific reports [Sci Rep] 2023 Apr 15; Vol. 13 (1), pp. 6159. Date of Electronic Publication: 2023 Apr 15.

Author Correction: Federated learning enables big data for rare cancer boundary detection.

Autor: Pati S; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.; Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.; Department of Informatics, Technical University of Munich, Munich, Bavaria, Germany., Baid U; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.; Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA., Edwards B; Intel Corporation, Santa Clara, CA, USA., Sheller M; Intel Corporation, Santa Clara, CA, USA., Wang SH; Intel Corporation, Santa Clara, CA, USA., Reina GA; Intel Corporation, Santa Clara, CA, USA., Foley P; Intel Corporation, Santa Clara, CA, USA., Gruzdev A; Intel Corporation, Santa Clara, CA, USA., Karkada D; Intel Corporation, Santa Clara, CA, USA., Davatzikos C; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA., Sako C; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA., Ghodasara S; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA., Bilello M; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA., Mohan S; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA., Vollmuth P; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Brugnara G; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Preetha CJ; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Sahm F; Clinical Cooperation Unit Neuropathology, German Cancer Consortium (DKTK) within the German Cancer Research Center (DKFZ), Heidelberg, Germany.; Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany., Maier-Hein K; Division of Medical Image Computing, German Cancer Research Center, Heidelberg, Germany.; Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany., Zenk M; Division of Medical Image Computing, German Cancer Research Center, Heidelberg, Germany., Bendszus M; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany., Wick W; Clinical Cooperation Unit Neuropathology, German Cancer Consortium (DKTK) within the German Cancer Research Center (DKFZ), Heidelberg, Germany.; Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany., Calabrese E; Department of Radiology & Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA., Rudie J; Department of Radiology & Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA., Villanueva-Meyer J; Department of Radiology & Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA., Cha S; Department of Radiology & Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA., Ingalhalikar M; Symbiosis Center for Medical Image Analysis, Symbiosis International University, Pune, Maharashtra, India., Jadhav M; Symbiosis Center for Medical Image Analysis, Symbiosis International University, Pune, Maharashtra, India., Pandey U; Symbiosis Center for Medical Image Analysis, Symbiosis International University, Pune, Maharashtra, India., Saini J; Department of Neuroimaging and Interventional Radiology, National Institute of Mental Health and Neurosciences, Bangalore, Karnataka, India., Garrett J; Department of Radiology, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA.; Department of Medical Physics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA., Larson M; Department of Radiology, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA., Jeraj R; Department of Radiology, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA.; Department of Medical Physics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA., Currie S; Leeds Teaching Hospitals Trust, Department of Radiology, Leeds, UK., Frood R; Leeds Teaching Hospitals Trust, Department of Radiology, Leeds, UK., Fatania K; Leeds Teaching Hospitals Trust, Department of Radiology, Leeds, UK., Huang RY; Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA., Chang K; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA., Balaña C; Catalan Institute of Oncology, Badalona, Spain., Capellades J; Consorci MAR Parc de Salut de Barcelona, Catalonia, Spain., Puig J; Department of Radiology (IDI), Girona Biomedical Research Institute (IdIBGi), Josep Trueta University Hospital, Girona, Spain., Trenkler J; Institute of Neuroradiology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria., Pichler J; Department of Neurooncology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria., Necker G; Institute of Neuroradiology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria., Haunschmidt A; Institute of Neuroradiology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria., Meckel S; Institute of Neuroradiology, Neuromed Campus (NMC), Kepler University Hospital Linz, Linz, Austria.; Institute of Diagnostic and Interventional Neuroradiology, RKH Klinikum Ludwigsburg, Ludwigsburg, Germany., Shukla G; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA.; Department of Radiation Oncology, Christiana Care Health System, Philadelphia, PA, USA., Liem S; Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA., Alexander GS; Department of Radiation Oncology, University of Maryland, Baltimore, MD, USA., Lombardo J; Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA.; Department of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA., Palmer JD; Department of Radiation Oncology, The James Cancer Hospital and Solove Research Institute, The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA., Flanders AE; Department of Radiology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA., Dicker AP; Department of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA., Sair HI; The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA.; The Malone Center for Engineering in Healthcare, The Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, USA., Jones CK; The Malone Center for Engineering in Healthcare, The Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, USA., Venkataraman A; Department of Electrical and Computer Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, USA., Jiang M; The Chinese University of Hong Kong, Hong Kong, China., So TY; The Chinese University of Hong Kong, Hong Kong, China., Chen C; The Chinese University of Hong Kong, Hong Kong, China., Heng PA; The Chinese University of Hong Kong, Hong Kong, China., Dou Q; The Chinese University of Hong Kong, Hong Kong, China., Kozubek M; Centre for Biomedical Image Analysis, Faculty of Informatics, Masaryk University, Brno, Czech Republic., Lux F; Centre for Biomedical Image Analysis, Faculty of Informatics, Masaryk University, Brno, Czech Republic., Michálek J; Centre for Biomedical Image Analysis, Faculty of Informatics, Masaryk University, Brno, Czech Republic., Matula P; Centre for Biomedical Image Analysis, Faculty of Informatics, Masaryk University, Brno, Czech Republic., Keřkovský M; Department of Radiology and Nuclear Medicine, Faculty of Medicine, Masaryk University, Brno and University Hospital Brno, Brno, Czech Republic., Kopřivová T; Department of Radiology and Nuclear Medicine, Faculty of Medicine, Masaryk University, Brno and University Hospital Brno, Brno, Czech Republic., Dostál M; Department of Radiology and Nuclear Medicine, Faculty of Medicine, Masaryk University, Brno and University Hospital Brno, Brno, Czech Republic.; Department of Biophysics, Faculty of Medicine, Masaryk University, Brno, Czech Republic., Vybíhal V; Department of Neurosurgery, Faculty of Medicine, Masaryk University, Brno, and University Hospital and Czech Republic, Brno, Czech Republic., Vogelbaum MA; Department of Neuro Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA., Mitchell JR; University of Alberta, Edmonton, AB, Canada.; Alberta Machine Intelligence Institute, Edmonton, AB, Canada., Farinhas J; Department of Radiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA., Maldjian JA; University of Texas Southwestern Medical Center, Dallas, TX, USA., Yogananda CGB; University of Texas Southwestern Medical Center, Dallas, TX, USA., Pinho MC; University of Texas Southwestern Medical Center, Dallas, TX, USA., Reddy D; University of Texas Southwestern Medical Center, Dallas, TX, USA., Holcomb J; University of Texas Southwestern Medical Center, Dallas, TX, USA., Wagner BC; University of Texas Southwestern Medical Center, Dallas, TX, USA., Ellingson BM; UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA.; UCLA Neuro-Oncology Program, Department of Neurology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CaA, USA., Cloughesy TF; UCLA Neuro-Oncology Program, Department of Neurology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CaA, USA., Raymond C; UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA., Oughourlian T; UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA.; Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA., Hagiwara A; Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA., Wang C; Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA., To MS; College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia.; Division of Surgery and Perioperative Medicine, Flinders Medical Centre, Bedford Park, SA, Australia., Bhardwaj S; College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia., Chong C; South Australia Medical Imaging, Flinders Medical Centre, Bedford Park, SA, Australia., Agzarian M; South Australia Medical Imaging, Flinders Medical Centre, Bedford Park, SA, Australia.; Department of Neurology, Baylor College of Medicine, Houston, TX, USA., Falcão AX; Institute of Computing, University of Campinas, Campinas, São Paulo, Brazil., Martins SB; Federal Institute of São Paulo, Campinas, São Paulo, Brazil., Teixeira BCA; Instituto de Neurologia de Curitiba, Curitiba, Paraná, Brazil.; Department of Radiology, Hospital de Clínicas da Universidade Federal do Paraná, Curitiba, Paraná, Brazil., Sprenger F; Department of Radiology, Hospital de Clínicas da Universidade Federal do Paraná, Curitiba, Paraná, Brazil., Menotti D; Department of Informatics, Universidade Federal do Paraná, Curitiba, Paraná, Brazil., Lucio DR; Department of Informatics, Universidade Federal do Paraná, Curitiba, Paraná, Brazil., LaMontagne P; Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA., Marcus D; Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA., Wiestler B; Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; TranslaTUM (Zentralinstitut für translationale Krebsforschung der Technischen Universität München), Klinikum rechts der Isar, Munich, Germany., Kofler F; Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; TranslaTUM (Zentralinstitut für translationale Krebsforschung der Technischen Universität München), Klinikum rechts der Isar, Munich, Germany.; Image-Based Biomedical Modeling, Department of Informatics, Technical University of Munich, Munich, Germany., Ezhov I; Department of Informatics, Technical University of Munich, Munich, Bavaria, Germany.; TranslaTUM (Zentralinstitut für translationale Krebsforschung der Technischen Universität München), Klinikum rechts der Isar, Munich, Germany.; Image-Based Biomedical Modeling, Department of Informatics, Technical University of Munich, Munich, Germany., Metz M; Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany., Jain R; Department of Radiology, NYU Grossman School of Medicine, New York, NY, USA.; Department of Neurosurgery, NYU Grossman School of Medicine, New York, NY, USA., Lee M; Department of Radiology, NYU Grossman School of Medicine, New York, NY, USA., Lui YW; Department of Radiology, NYU Grossman School of Medicine, New York, NY, USA., McKinley R; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland., Slotboom J; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland., Radojewski P; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland., Meier R; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland., Wiest R; Support Center for Advanced Neuroimaging, University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Bern, Switzerland., Murcia D; Department of Neurosurgery, Anschutz Medical Campus, University of Colorado, Aurora, CO, USA., Fu E; Department of Neurosurgery, Anschutz Medical Campus, University of Colorado, Aurora, CO, USA., Haas R; Department of Neurosurgery, Anschutz Medical Campus, University of Colorado, Aurora, CO, USA., Thompson J; Department of Neurosurgery, Anschutz Medical Campus, University of Colorado, Aurora, CO, USA., Ormond DR; Department of Neurosurgery, Anschutz Medical Campus, University of Colorado, Aurora, CO, USA., Badve C; Department of Radiology, University Hospitals Cleveland, Cleveland, OH, USA., Sloan AE; Department of Neurological Surgery, University Hospitals-Seidman Cancer Center, Cleveland, OH, USA.; Case Comprehensive Cancer Center, Cleveland, OH, USA.; Department of Neurosurgery, Case Western Reserve University School of Medicine, Cleveland, OH, USA., Vadmal V; Department of Neurosurgery, Case Western Reserve University School of Medicine, Cleveland, OH, USA., Waite K; National Cancer Institute, National Institute of Health, Division of Cancer Epidemiology and Genetics, Bethesda, MD, USA., Colen RR; Department of Radiology, Neuroradiology Division, University of Pittsburgh, Pittsburgh, PA, USA.; Department of Diagnostic Radiology, University of Texas MD Anderson Cancer Center, Houston, TX, USA., Pei L; University of Pittsburgh Medical Center, Pittsburgh, PA, USA., Ak M; Department of Radiology, Neuroradiology Division, University of Pittsburgh, Pittsburgh, PA, USA., Srinivasan A; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA., Bapuraj JR; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA., Rao A; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA., Wang N; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA., Yoshiaki O; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA., Moritani T; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA., Turk S; Department of Neuroradiology, University of Michigan, Ann Arbor, MI, USA., Lee J; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA., Prabhudesai S; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA., Morón F; Department of Radiology, Baylor College of Medicine, Houston, TX, USA., Mandel J; Department of Neurology, Baylor College of Medicine, Houston, TX, USA., Kamnitsas K; Department of Computing, Imperial College London, London, UK.; Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, UK., Glocker B; Department of Computing, Imperial College London, London, UK., Dixon LVM; Department of Radiology, Imperial College NHS Healthcare Trust, London, UK., Williams M; Computational Oncology Group, Institute for Global Health Innovation, Imperial College London, London, UK., Zampakis P; Department of NeuroRadiology, University of Patras, Patras, Greece., Panagiotopoulos V; Department of Neurosurgery, University of Patras, Patras, Greece., Tsiganos P; Clinical Radiology Laboratory, Department of Medicine, University of Patras, Patras, Greece., Alexiou S; Department of Electrical and Computer Engineering, University of Patras, Patras, Greece., Haliassos I; Department of Neuro-Oncology, University of Patras, Patras, Greece., Zacharaki EI; Department of Electrical and Computer Engineering, University of Patras, Patras, Greece., Moustakas K; Department of Electrical and Computer Engineering, University of Patras, Patras, Greece., Kalogeropoulou C; Department of NeuroRadiology, University of Patras, Patras, Greece., Kardamakis DM; Department of Radiation Oncology, University of Patras, Patras, Greece., Choi YS; Yonsei University College of Medicine, Seoul, Korea., Lee SK; Yonsei University College of Medicine, Seoul, Korea., Chang JH; Yonsei University College of Medicine, Seoul, Korea., Ahn SS; Yonsei University College of Medicine, Seoul, Korea., Luo B; Department of Radiation Oncology, Henry Ford Health System, Detroit, MI, USA., Poisson L; Public Health Sciences, Henry Ford Health System, Detroit, MI, USA., Wen N; Department of Radiation Oncology, Henry Ford Health System, Detroit, MI, USA.; SJTU-Ruijin-UIH Institute for Medical Imaging Technology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025, Shanghai, China., Tiwari P; Case Western Reserve University, Cleveland, OH, USA., Verma R; Alberta Machine Intelligence Institute, Edmonton, AB, Canada.; Case Western Reserve University, Cleveland, OH, USA., Bareja R; Case Western Reserve University, Cleveland, OH, USA., Yadav I; Case Western Reserve University, Cleveland, OH, USA., Chen J; Case Western Reserve University, Cleveland, OH, USA., Kumar N; University of Alberta, Edmonton, AB, Canada.; Alberta Machine Intelligence Institute, Edmonton, AB, Canada., Smits M; Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands., van der Voort SR; Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands., Alafandi A; Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands., Incekara F; Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands.; Department of Neurosurgery, Brain Tumor Center, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands., Wijnenga MMJ; Department of Neurology, Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, Netherlands., Kapsas G; Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands., Gahrmann R; Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands., Schouten JW; Department of Neurosurgery, Brain Tumor Center, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands., Dubbink HJ; Department of Pathology, Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, Netherlands., Vincent AJPE; Department of Neurosurgery, Brain Tumor Center, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands., van den Bent MJ; Department of Neurology, Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, Netherlands., French PJ; Department of Neurology, Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, Netherlands., Klein S; Biomedical Imaging Group Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Centre Rotterdam, Rotterdam, Netherlands., Yuan Y; Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA., Sharma S; Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA., Tseng TC; Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA., Adabi S; Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA., Niclou SP; NORLUX Neuro-Oncology Laboratory, Department of Cancer Research, Luxembourg Institute of Health, Luxembourg, Luxembourg., Keunen O; Translation Radiomics, Department of Cancer Research, Luxembourg Institute of Health, Luxembourg, Luxembourg., Hau AC; NORLUX Neuro-Oncology Laboratory, Department of Cancer Research, Luxembourg Institute of Health, Luxembourg, Luxembourg.; Luxembourg Center of Neuropathology, Laboratoire National De Santé, Luxembourg, Luxembourg., Vallières M; Department of Computer Science, Université de Sherbrooke, Sherbrooke, QC, Canada.; Centre de Recherche du Centre Hospitalière Universitaire de Sherbrooke, Sherbrooke, QC, Canada., Fortin D; Centre de Recherche du Centre Hospitalière Universitaire de Sherbrooke, Sherbrooke, QC, Canada.; Division of Neurosurgery and Neuro-Oncology, Faculty of Medicine and Health Science, Université de Sherbrooke, Sherbrooke, QC, Canada., Lepage M; Centre de Recherche du Centre Hospitalière Universitaire de Sherbrooke, Sherbrooke, QC, Canada.; Department of Nuclear Medicine and Radiobiology, Sherbrooke Molecular Imaging Centre, Université de Sherbrooke, Sherbrooke, QC, Canada., Landman B; Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA., Ramadass K; Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA., Xu K; Department of Computer Science, Vanderbilt University, Nashville, TN, USA., Chotai S; Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA., Chambless LB; Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA., Mistry A; Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA., Thompson RC; Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA., Gusev Y; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA., Bhuvaneshwar K; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA., Sayah A; Division of Neuroradiology & Neurointerventional Radiology, Department of Radiology, MedStar Georgetown University Hospital, Washington, DC, USA., Bencheqroun C; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA., Belouali A; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA., Madhavan S; Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC, USA., Booth TC; School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK.; Department of Neuroradiology, Ruskin Wing, King's College Hospital NHS Foundation Trust, London, UK., Chelliah A; School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK., Modat M; School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK., Shuaib H; Stoke Mandeville Hospital, Mandeville Road, Aylesbury, UK.; Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada., Dragos C; Stoke Mandeville Hospital, Mandeville Road, Aylesbury, UK., Abayazeed A; Neosoma Inc., Groton, MA, USA., Kolodziej K; Neosoma Inc., Groton, MA, USA., Hill M; Neosoma Inc., Groton, MA, USA., Abbassy A; University of Cairo School of Medicine, Giza, Egypt., Gamal S; University of Cairo School of Medicine, Giza, Egypt., Mekhaimar M; University of Cairo School of Medicine, Giza, Egypt., Qayati M; University of Cairo School of Medicine, Giza, Egypt., Reyes M; University of Bern, Bern, Switzerland., Park JE; Department of Radiology, Asan Medical Center, Seoul, South Korea., Yun J; Department of Radiology, Asan Medical Center, Seoul, South Korea., Kim HS; Department of Radiology, Asan Medical Center, Seoul, South Korea., Mahajan A; The Clatterbridge Cancer Centre NHS Foundation Trust Pembroke Place, Liverpool, UK., Muzi M; Department of Radiology, University of Washington, Seattle, WA, USA., Benson S; Netherlands Cancer Institute, Amsterdam, Netherlands., Beets-Tan RGH; Department of Radiology, Netherlands Cancer Institute, Amsterdam, Netherlands.; GROW School of Oncology and Developmental Biology, Maastricht, Netherlands., Teuwen J; Netherlands Cancer Institute, Amsterdam, Netherlands., Herrera-Trujillo A; Clínica Imbanaco Grupo Quirón Salud, Cali, Colombia.; Universidad del Valle, Cali, Colombia., Trujillo M; Universidad del Valle, Cali, Colombia., Escobar W; Clínica Imbanaco Grupo Quirón Salud, Cali, Colombia.; Universidad del Valle, Cali, Colombia., Abello A; Universidad del Valle, Cali, Colombia., Bernal J; Universidad del Valle, Cali, Colombia.; The University of Edinburgh, Edinburgh, UK., Gómez J; Universidad del Valle, Cali, Colombia., Choi J; Department of Industrial and Systems Engineering, University of Iowa, Iowa, USA., Baek S; Department of Industrial and Systems Engineering, Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA., Kim Y; Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA., Ismael H; Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA., Allen B; Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA., Buatti JM; Department of Radiation Oncology, University of Iowa, Iowa City, IA, USA., Kotrotsou A; MD Anderson Cancer Center, University of Texas, Houston, TX, USA., Li H; Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland., Weiss T; Department of Neurology, Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich, Switzerland., Weller M; Department of Neurology, Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich, Switzerland., Bink A; 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Publikováno v: Nature communications [Nat Commun] 2023 Jan 26; Vol. 14 (1), pp. 436. Date of Electronic Publication: 2023 Jan 26.