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Deep-learning-based synthesis of post-contrast T1-weighted MRI for tumour response assessment in neuro-oncology: a multicentre, retrospective cohort study.

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第一单位: Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.
作者单位: Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany. [1] Medical Image Computing, German Cancer Research Center, Heidelberg, Germany. [2] Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany; Clinical Cooperation Unit Neurooncology, German Cancer Research Center, Heidelberg, Germany. [3] Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany. [4] Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany; Heidelberg Institute of Radiation Oncology, Heidelberg, Germany; Heidelberg Ion-Beam Therapy Center, Heidelberg, Germany. [5] Clinical Cooperation Unit Neuroimmunology and Brain Tumor Immunology, German Cancer Research Center, Heidelberg, Germany; Department of Neurology, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany. [6] Sorbonne Université, Inserm, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires La Pitié Salpêtrière-Charles Foix, Service de Neurologie 2-Mazarin, Paris, France. [7] Department of Medical Oncology, Azienda USL of Bologna, Bologna, Italy. [8] Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, Netherlands. [9] Department of Neurology and O'Neal Comprehensive Cancer Center, Division of Neuro-Oncology, University of Alabama at Birmingham, Birmingham, AL, USA. [10] Malnati Brain Tumor Institute of the Lurie Comprehensive Cancer Center, Department of Neurological Surgery and Department of Neurology, Northwestern Medicine and Northwestern University, Chicago, IL, USA. [11] Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany; Medical Image Computing, German Cancer Research Center, Heidelberg, Germany. [12] European Organisation for Research and Treatment of Cancer, Brussels, Belgium. [13] Department of Neurosurgery, Ludwig-Maximilians-University, Munich, Germany. [14] Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland. [15] Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany. Electronic address: philipp.vollmuth@med.uni-heidelberg.de. [16]
DOI 10.1016/S2589-7500(21)00205-3
PMID 34688602
发布时间 2022-05-17
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The Lancet. Digital health

The Lancet. Digital health

2021年3卷12期

e784-e794页

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