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001-es BibID:BIBFORM105036
035-os BibID:(WoS)000878471300002 (Scopus)85143814657
Első szerző:Hatt, Mathieu
Cím:Joint EANM/SNMMI guideline on radiomics in nuclear medicine / Hatt M., Krizsan A. K., Rahmim A., Bradshaw T. J., Costa P. F., Forgacs A., Seifert R., Zwanenburg A., El Naqa I., Kinahan P. E., Tixier F., Jha A. K., Visvikis D.
Dátum:2022
ISSN:1619-7070 1619-7089
Megjegyzések:Purpose The purpose of this guideline is to provide comprehensive information on best practices for robust radiomics analyses for both hand-crafted and deep learning-based approaches. Methods In a cooperative efort between the EANM and SNMMI, we agreed upon current best practices and recommenda- tions for relevant aspects of radiomics analyses, including study design, quality assurance, data collection, impact of acqui- sition and reconstruction, detection and segmentation, feature standardization and implementation, as well as appropriate modelling schemes, model evaluation, and interpretation. We also ofer an outlook for future perspectives. Conclusion Radiomics is a very quickly evolving feld of research. The present guideline focused on established fndings as well as recommendations based on the state of the art. Though this guideline recognizes both hand-crafted and deep learning-based radiomics approaches, it primarily focuses on the former as this feld is more mature. This guideline will be updated once more studies and results have contributed to improved consensus regarding the application of deep learning methods for radiomics. Although methodological recommendations in the present document are valid for most medical image modalities, we focus here on nuclear medicine, and specifc recommendations when necessary are made for PET/CT, PET/MR, and quantitative SPECT.
Tárgyszavak:Orvostudományok Klinikai orvostudományok idegen nyelvű folyóiratközlemény külföldi lapban
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Megjelenés:European Journal Of Nuclear Medicine And Molecular Imaging. - 50 : 2 (2022), p. 352-375. -
További szerzők:Krizsán Áron Krisztián (1986-) (fizikus) Rahmim, A. Bradshaw, T. J. Costa, P. F. Forgács Attila (1985-) (fizikus) Seifert, Robert Zwanenburg, A. El Naqa, I. Kinahan, P. E. Tixier, F. Jha, A. K. Visvikis, Dimitris
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