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A Postreconstruction Harmonization Method for Multicenter Radiomic Studies in PET
376
Zitationen
10
Autoren
2018
Jahr
Abstract
The proposed harmonization method is efficient at removing the multicenter effect for textural features and SUVs. The method is easy to use, retains biologic variations not related to a center effect, and does not require any feature recalculation. Such harmonization allows for multicenter studies and for external validation of radiomic models or cutoffs and should facilitate the use of radiomic models in clinical practice.
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Autoren
Institutionen
- CEA Paris-Saclay(FR)
- Université Paris-Saclay(FR)
- Inserm(FR)
- Centre National de la Recherche Scientifique(FR)
- Commissariat à l'Énergie Atomique et aux Énergies Alternatives(FR)
- Université Paris-Sud(FR)
- Hôpital René Huguenin(FR)
- Institut Curie(FR)
- Hôpital Avicenne(FR)
- Assistance Publique – Hôpitaux de Paris(FR)