DAISM-DNNXMBD: Highly accurate cell type proportion estimation with in silico data augmentation and deep neural networks
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
General Decision Sciences
Reference40 articles.
1. The immune contexture in human tumours: impact on clinical outcome;Fridman;Nat. Rev. Cancer,2012
2. The basis of oncoimmunology;Palucka;Cell,2016
3. T-cell invigoration to tumour burden ratio associated with anti-PD-1 response;Huang;Nature,2017
4. The immune contexture in cancer prognosis and treatment;Fridman;Nat. Rev. Clin. Oncol.,2017
5. The biology and function of fibroblasts in cancer;Kalluri;Nat. Rev. Cancer,2016
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