Research ArticleORIGINAL RESEARCH
FDG-PET intensity normalization improves radiomics- based survival prediction in oropharyngeal cancer patients: a comparison of the SUV with alternative normalization techniques
Seyedmehdi Payabvash, Kariem Sharaf, Tal Zeevi, Moritz Gross, Amit Mahajan, Benjamin H. Kann, Benjamin L. Judson, Andrea Schreier, Jasmin Krenn, Manju L. Prasad, Barbara Burtness, Mariam Aboian, Martin Canis, Philipp Baumeister, Christoph A. Reichel and Stefan P. Haider
American Journal of Neuroradiology May 2025, ajnr.A8836; DOI: https://doi.org/10.3174/ajnr.A8836
Seyedmehdi Payabvash
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MDKariem Sharaf
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MD, DDSTal Zeevi
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MScMoritz Gross
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
Amit Mahajan
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MDBenjamin H. Kann
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MDBenjamin L. Judson
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MDAndrea Schreier
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MDJasmin Krenn
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
Manju L. Prasad
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MDBarbara Burtness
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MDMariam Aboian
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MD/PhDMartin Canis
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MDPhilipp Baumeister
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MDChristoph A. Reichel
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MDStefan P. Haider
From the Department of Radiology, Columbia University Medical Center, New York, NY, USA (Seyedmehdi Payabvash, MD), Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany (Kariem Sharaf, MD, DDS; Andrea Schreier, MD; Jasmin Krenn; Martin Canis, MD; Philipp Baumeister, MD; Christoph A. Reichel, MD; Stefan P. Haider, MD), Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA (Tal Zeevi, MSc; Moritz Gross; Amit Mahajan, MD; Stefan P. Haider, MD), Charité Center for Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, Berlin, Germany (Moritz Gross), Department of Radiation Oncology, Dana-Farber- Cancer-Institute, Harvard Medical School, Boston, MA, USA (Benjamin H. Kann, MD), Division of Otolaryngology, Yale School of Medicine, New Haven, CT, USA (Benjamin L. Judson, MD), Department of Pathology, Yale School of Medicine, New Haven, CT, USA (Manju L. Prasad, MD), Section of Medical Oncology, Yale School of Medicine, New Haven, CT, USA (Barbara Burtness, MD), Bavarian Cancer Research Center (BZKF), Munich, Germany (Philipp Baumeister, MD), and Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA (Mariam Aboian, MD/PhD).
MD
Submit a Response to This Article
Jump to comment:
No eLetters have been published for this article.
Advertisement
Accepted Manuscript
Seyedmehdi Payabvash, Kariem Sharaf, Tal Zeevi, Moritz Gross, Amit Mahajan, Benjamin H. Kann, Benjamin L. Judson, Andrea Schreier, Jasmin Krenn, Manju L. Prasad, Barbara Burtness, Mariam Aboian, Martin Canis, Philipp Baumeister, Christoph A. Reichel, Stefan P. Haider
FDG-PET intensity normalization improves radiomics- based survival prediction in oropharyngeal cancer patients: a comparison of the SUV with alternative normalization techniques
American Journal of Neuroradiology May 2025, ajnr.A8836; DOI: 10.3174/ajnr.A8836
Accepted Manuscript
FDG-PET intensity normalization improves radiomics- based survival prediction in oropharyngeal cancer patients: a comparison of the SUV with alternative normalization techniques
Seyedmehdi Payabvash, Kariem Sharaf, Tal Zeevi, Moritz Gross, Amit Mahajan, Benjamin H. Kann, Benjamin L. Judson, Andrea Schreier, Jasmin Krenn, Manju L. Prasad, Barbara Burtness, Mariam Aboian, Martin Canis, Philipp Baumeister, Christoph A. Reichel, Stefan P. Haider
American Journal of Neuroradiology May 2025, ajnr.A8836; DOI: 10.3174/ajnr.A8836
Jump to section
Related Articles
- No related articles found.
Cited By...
- No citing articles found.
This article has not yet been cited by articles in journals that are participating in Crossref Cited-by Linking.
More in this TOC Section
Similar Articles
Advertisement