References
Bai J, He M, Gao E et al (2024) High-performance presurgical differentiation of glioblastoma and metastasis by means of multiparametric neurite orientation dispersion and density imaging (NODDI) radiomics. Eur Radiol. https://doi.org/10.1007/s00330-024-10686-8
Ostrom QT, Gittleman H, Liao P et al (2014) CBTRUS statistical report: primary brain and central nervous system tumors diagnosed in the United States in 2007–2011. Neuro Oncol 16:iv1–iv63. https://doi.org/10.1093/neuonc/nou223
Upadhyay N, Waldman AD (2011) Conventional MRI evaluation of gliomas. Br J Radiol 84:S107–S111. https://doi.org/10.1259/BJR/65711810
Fink K, Fink J (2013) Imaging of brain metastases. Surg Neurol Int 4:S209. https://doi.org/10.4103/2152-7806.111298
Yamasaki F, Kurisu K, Satoh K et al (2005) Apparent diffusion coefficient of human brain tumors at MR imaging. Radiology 235:985–991. https://doi.org/10.1148/RADIOL.2353031338
Tournier JD, Mori S, Leemans A (2011) Diffusion tensor imaging and beyond. Magn Reson Med 65:1532–1556. https://doi.org/10.1002/MRM.22924
Kamiya K, Hori M, Aoki S (2020) NODDI in clinical research. J Neurosci Methods 346:108908. https://doi.org/10.1016/J.JNEUMETH.2020.108908
Masjoodi S, Hashemi H, Oghabian MA, Sharifi G (2018) Differentiation of edematous, tumoral and normal areas of brain using diffusion tensor and neurite orientation dispersion and density imaging. J Biomed Phys Eng 8:251–260. https://doi.org/10.31661/jbpe.v0i0.874
Kadota Y, Hirai T, Azuma M et al (2020) Differentiation between glioblastoma and solitary brain metastasis using neurite orientation dispersion and density imaging. J Neuroradiol 47:197–202. https://doi.org/10.1016/J.NEURAD.2018.10.005
Park JE, Kim HS, Kim D et al (2020) A systematic review reporting quality of radiomics research in neuro-oncology: toward clinical utility and quality improvement using high-dimensional imaging features. BMC Cancer 20:29. https://doi.org/10.1186/s12885-019-6504-5
Funding
This study did not receive any funding.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Guarantor
The scientific guarantor of this publication is Albert Pons-Escoda.
Conflict of interest
The authors of this manuscript declare no relationships with any companies, whose products or services may be related to the subject matter of the article.
Statistics and biometry
No complex statistical methods were necessary for this paper.
Informed consent
Written informed consent was not required.
Ethical approval
Institutional Review Board approval was not required.
Study subjects or cohorts overlap
Not applicable.
Methodology
-
Commentary
Additional information
Publisher’s Note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
This comment refers to the article available at https://doi.org/10.1007/s00330-024-10686-8.
Rights and permissions
About this article
Cite this article
Naval-Baudin, P., Pons-Escoda, A. “Pushing the Envelope”: advanced imaging-data-analysis meets NODDI to differentiate glioblastoma and brain metastasis. Eur Radiol (2024). https://doi.org/10.1007/s00330-024-10764-x
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00330-024-10764-x