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首页> European journal of nuclear medicine and molecular imaging> Just another "Clever Hans"? Neural networks and FDG PET-CT to predict the outcome of patients with breast cancer.

Just another "Clever Hans"? Neural networks and FDG PET-CT to predict the outcome of patients with breast cancer.

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作者： Manuel,Weber ^[1] ; David,Kersting ^[2] ; Lale,Umutlu ^[3] ; Michael,Schäfers ^[4] ; Christoph,Rischpler ^[4] ; Wolfgang P,Fendler ^[5] ; Irène,Buvat ^[4] ; Ken,Herrmann ^[6] ; Robert,Seifert ^[3]

作者单位： Department of Nuclear Medicine, University of Duisburg-Essen and German Cancer Consortium (DKTK)-University Hospital, Hufelandstraße 55, 45147, Essen, Germany. manuel.weber@uk-essen.de. ^[1] West German Cancer Center, Essen-Münster, Germany. manuel.weber@uk-essen.de. ^[2] Department of Nuclear Medicine, University of Duisburg-Essen and German Cancer Consortium (DKTK)-University Hospital, Hufelandstraße 55, 45147, Essen, Germany. ^[3] West German Cancer Center, Essen-Münster, Germany. ^[4] Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, University Duisburg-Essen, Essen, Germany. ^[5] Department of Nuclear Medicine, University Hospital Münster, University Münster, Münster, Germany. ^[6] Laboratoire d'Imagerie Translationnelle en Oncologie, Inserm, Institut Curie, Université Paris Saclay, Orsay, France. ^[7]

关键词 18F-FDG PET Breast cancer Metabolic tumor volume Neural network

主题词乳腺肿瘤(Breast Neoplasms);女(雌)性(Female);氟脱氧葡萄糖F18(Fluorodeoxyglucose F18);人类(Humans);预后(Prognosis);放射性药物(Radiopharmaceuticals);回顾性研究(Retrospective Studies);体层摄影术, X线计算机(Tomography, X-Ray Computed);肿瘤负荷(Tumor Burden)

DOI 10.1007/s00259-021-05270-x

PMID 33674891

发布时间 2022-02-18

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European journal of nuclear medicine and molecular imaging

European journal of nuclear medicine and molecular imaging

2021年48卷10期

3141-3150页

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European journal of nuclear medicine and molecular imaging

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European journal of nuclear medicine and molecular imaging

2021年48卷10期

3141-3150页

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