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Deepbind: 6.874 - Pranam Chatterjee PDF

25 Pages·2018·English
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by ['Oky Hermansyah']| 2018| 25 pages| English

About Deepbind: 6.874 - Pranam Chatterjee

DeepBind is a deep learning model that learns sequence specificities from large datasets of protein binding sequences. It generates Position Weight Matrix models for over 500 transcription factors and 194 RNA binding proteins. DeepBind outperforms other non-deep learning methods on tasks like predicting DNA and RNA binding. It can also identify variants that affect protein binding and help understand alternative splicing regulation. Overall, DeepBind demonstrates the ability of deep learning to discover sequence motifs from huge amounts of protein binding data.

Detailed Information

Author:['Oky Hermansyah']
Publication Year:2018
Pages:25
Language:English
Format:PDF
Price:FREE
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