Multi-level multi-modality (PET and CT) fusion radiomics: prognostic modeling for non-small cell lung carcinoma

We developed multi-modality radiomic models by integrating information extracted from F-FDG PET and CT images using feature- and image-level fusions, toward improved prognosis for non-small cell lung carcinoma (NSCLC) patients. Two independent cohorts of NSCLC patients from two institutions (87 and...

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Veröffentlicht in:	Physics in medicine & biology 2021-10, Vol.66 (20), p.205017
Hauptverfasser:	Amini, Mehdi, Nazari, Mostafa, Shiri, Isaac, Hajianfar, Ghasem, Deevband, Mohammad Reza, Abdollahi, Hamid, Arabi, Hossein, Rahmim, Arman, Zaidi, Habib
Format:	Artikel
Sprache:	eng
Schlagworte:	Carcinoma, Non-Small-Cell Lung - diagnostic imaging Carcinoma, Non-Small-Cell Lung - pathology Fluorodeoxyglucose F18 fusion imaging Humans Lung Neoplasms - diagnostic imaging Lung Neoplasms - pathology non-small cell lung cancer PET Prognosis radiomics Tomography, X-Ray Computed
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