研究论文
Integration of multiomics data with graph convolutional networks to identify new cancer genes and their associated molecular mechanisms
Roman Schulte-Sasse, Stefan Budach, Denes Hnisz, Annalisa Marsico
Max Planck Institute for Molecular Genetics Helmholtz Zentrum München
来源Nature Machine Intelligence
年份2021
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逐年被引趋势
77390
21
22
23
24
7725
26
关键指标
263
被引次数 · OpenAlex
11.40
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 0.7%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
106
参考文献
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学术脉络
学科主题
生物医学Bioinformatics and Genomic Networks
Gene expression and cancer classification · Epigenetics and DNA Methylation
参考文献 106
International Conference on Learning Representations (ICLR 2013)
被引 6,259豊 松尾 · 人工知能学会誌 = Journal of Japanese Society for Artificial Intelligence · 2013
Correcting for the study bias associated with protein–protein interaction measurements reveals differences between protein degree distributions from different cancer types
被引 107Martin H. Schaefer, Luís Serrano, Miguel A. Andrade‐Navarro · Frontiers in Genetics · 2015
On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
被引 4,626Sebastian Bach, Alexander Binder, Grégoire Montavon · PLoS ONE · 2015
此处列出前 3 条
施引文献 263
Artificial intelligence in cancer target identification and drug discovery
被引 424Yujie You, Xin Lai, Yi Pan · Signal Transduction and Targeted Therapy · 2022
Artificial intelligence in drug development
被引 411Kang Zhang, Xin Yang, Yifei Wang · Nature Medicine · 2025
Deep Learning for Medical Image-Based Cancer Diagnosis
被引 332Xiaoyan Jiang, Zuojin Hu, Shuihua Wang · Cancers · 2023
按被引量排序，此处列出前 3 条