rab GTP-Binding Proteins

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Classifying the molecular functions of Rab GTPases in membrane trafficking using deep convolutional neural networks.

Analytical biochemistry 29908156

Deep learning has been increasingly used to solve a number of problems with state-of-the-art performance in a wide variety of fields. In biology, deep learning can be applied to reduce feature extraction time and achieve high levels of performance. I...

Cell Membrane Choroideremia Humans Intellectual Disability Machine Learning Models, Biological Neoplasm Proteins Neoplasms Neural Networks, Computer Protein Transport rab GTP-Binding Proteins

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Using two-dimensional convolutional neural networks for identifying GTP binding sites in Rab proteins.

Journal of bioinformatics and computational biology 30866734

Deep learning has been increasingly and widely used to solve numerous problems in various fields with state-of-the-art performance. It can also be applied in bioinformatics to reduce the requirement for feature extraction and reach high performance. ...

Amino Acid Sequence Amino Acids Binding Sites Computational Biology Databases, Protein Deep Learning Guanosine Triphosphate Humans Neural Networks, Computer rab GTP-Binding Proteins

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rab GTP-Binding Proteins

Classifying the molecular functions of Rab GTPases in membrane trafficking using deep convolutional neural networks.

Using two-dimensional convolutional neural networks for identifying GTP binding sites in Rab proteins.

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