denseunet

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jpviguerasguillen / feedback-non-local-attention-fNLA

Keras (Tensorflow) code for the manuscript 'DenseUNets with feedback non-local attention for the segmentation of specular images of the corneal endothelium with Fuchs dystrophy'

deep-neural-networks deep-learning medical-imaging attention segmentation unet attention-mechanism resnext keras-tensorflow cnn-segmentation unet-plusplus endothelial-cells unet-plus denseunet resunext non-local-attention denseunet-plus

Updated Apr 28, 2022
Python

jpviguerasguillen / corneal_endothelium_TVST

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Deep learning method presented in the Translational Vision Science & Technology (TVST) journal to segment cells from corneal endothelium images obtained with specular microscopy and subsequently infer the corneal parameters.

deep-learning tensorflow keras medical-imaging segmentation convolutional-neural-networks cell-segmentation denseunet specular-microscopy