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Machine and Deep Learning Based Radiomics Models for Preoperative Prediction of Benign and Malignant Sacral Tumors

PURPOSE: To assess the performance of deep neural network (DNN) and machine learning based radiomics on 3D computed tomography (CT) and clinical characteristics to predict benign or malignant sacral tumors. MATERIALS AND METHODS: This single-center retrospective analysis included 459 patients with p...

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Publicado en:Front Oncol
Autores principales: Yin, Ping, Mao, Ning, Chen, Hao, Sun, Chao, Wang, Sicong, Liu, Xia, Hong, Nan
Formato: Artigo
Lenguaje:Inglês
Publicado: Frontiers Media S.A. 2020
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7596901/
https://ncbi.nlm.nih.gov/pubmed/33178593
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2020.564725
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