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GTC ON-DEMAND

Computational Biology & Chemistry
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Prediction of Heterodimeric Protein Complexes from Protein-Protein Interaction Networks Using Deep Learning
Abstract:
We'll present how to apply deep learning to predict small-sized protein complexes with multiple biological information and hybrid deep learning model. We'll describe the background of the problem, what kind of biological information are useful for accurately predicting small-sized protein complexes, how to improve the prediction accuracy by using hybrid deep learning models for different information, and compare the performance of multiple deep learning models for this problem.
 
Topics:
Computational Biology & Chemistry, Genomics & Bioinformatics
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8333
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