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Deep Learning of Imaging Phenotype and Genotype for Predicting Overall Survival Time of Glioblastoma Patients

Glioblastoma (GBM) is the most common and deadly malignant brain tumor. For personalized treatment, an accurate pre-operative prognosis for GBM patients is highly desired. Recently, many machine learning-based methods have been adopted to predict overall survival (OS) time based on the pre-operative...

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Bibliografische gegevens
Gepubliceerd in:IEEE Trans Med Imaging
Hoofdauteurs: Tang, Zhenyu, Xu, Yuyun, Jin, Lei, Aibaidula, Abudumijiti, Lu, Junfeng, Jiao, Zhicheng, Wu, Jinsong, Zhang, Han, Shen, Dinggang
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2020
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7289674/
https://ncbi.nlm.nih.gov/pubmed/31905135
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2020.2964310
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