AIMC Topic: Choroideremia

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

Analytical biochemistry Jun 13, 2018
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...
Humans Neural Networks, Computer Machine Learning Neoplasms Neoplasm Proteins Models, Biological Cell Membrane Protein Transport Intellectual Disability Choroideremia rab GTP-Binding Proteins
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Automated detection of preserved photoreceptor on optical coherence tomography in choroideremia based on machine learning.

Journal of biophotonics Feb 9, 2018
Optical coherence tomography (OCT) can demonstrate early deterioration of the photoreceptor integrity caused by inherited retinal degeneration diseases (IRDs). A machine learning method based on random forests was developed to automatically detect co...
Humans Machine Learning Image Processing, Computer-Assisted Tomography, Optical Coherence Automation Photoreceptor Cells, Vertebrate Choroideremia
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