AIMC Topic: Retinal Neurons

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Synthesizing retinal and neuronal images with generative adversarial nets.

Medical image analysis Jul 4, 2018
This paper aims at synthesizing multiple realistic-looking retinal (or neuronal) images from an unseen tubular structured annotation that contains the binary vessel (or neuronal) morphology. The generated phantoms are expected to preserve the same tu...
Humans Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Diagnostic Techniques, Ophthalmological Phantoms, Imaging Retinal Vessels Retinal Neurons
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Coupled convolution layer for convolutional neural network.

Neural networks : the official journal of the International Neural Network Society May 16, 2018
We propose a coupled convolution layer comprising multiple parallel convolutions with mutually constrained filters. Inspired by biological human vision mechanism, we constrain the convolution filters such that one set of filter weights should be geom...
Humans Neural Networks, Computer Machine Learning Models, Neurological Retinal Neurons
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Identifying the Retinal Layers Linked to Human Contrast Sensitivity Via Deep Learning.

Investigative ophthalmology & visual science Feb 1, 2022
PURPOSE: Luminance contrast is the fundamental building block of human spatial vision. Therefore contrast sensitivity, the reciprocal of contrast threshold required for target detection, has been a barometer of human visual function. Although retinal...
Humans Neural Networks, Computer Female Aged Aged, 80 and over Young Adult Adult Male Middle Aged Deep Learning Visual Acuity Tomography, Optical Coherence Macular Degeneration Visual Fields Visual Field Tests Contrast Sensitivity Glaucoma, Open-Angle Retinal Neurons
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