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Synergistic Drug Combination Prediction by Integrating Multi-omics Data
  in Deep Learning Models

Synergistic Drug Combination Prediction by Integrating Multi-omics Data in Deep Learning Models

16 November 2018
Tianyu Zhang
Liwei Zhang
Philip R. O. Payne
Fuhai Li
ArXivPDFHTML

Papers citing "Synergistic Drug Combination Prediction by Integrating Multi-omics Data in Deep Learning Models"

3 / 3 papers shown
Title
DDoS: A Graph Neural Network based Drug Synergy Prediction Algorithm
DDoS: A Graph Neural Network based Drug Synergy Prediction Algorithm
Kyriakos Schwarz
A. Pliego-Mendieta
Amina Mollaysa
Lara Planas-Paz
C. Pauli
Ahmed Allam
Michael Krauthammer
GNN
26
2
0
03 Oct 2022
Interpreting the Mechanism of Synergism for Drug Combinations Using
  Attention-Based Hierarchical Graph Pooling
Interpreting the Mechanism of Synergism for Drug Combinations Using Attention-Based Hierarchical Graph Pooling
Zehao Dong
Heming Zhang
Yixin Chen
Philip R. O. Payne
Fuhai Li
GNN
46
16
0
19 Sep 2022
DeepDDS: deep graph neural network with attention mechanism to predict
  synergistic drug combinations
DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinations
Jinxian Wang
Xuejun Liu
Siyuan Shen
L. Deng
Hui Liu
GNN
27
134
0
06 Jul 2021
1