jpviguerasguillen
Machine learning engineer in the field of opthalmoloty and histopathology
AstraZenecaMunich (Germany)
Pinned Repositories
ConvCaps-DR
Tensorflow-Keras implementation of deep Convolutional Capsule Networks with Dynamic Routing algorithm
ConvCaps-DR
A keras (Tensorflow) implementation of an updated version of (Deep) Capsule Networks with Dynamic Routing (DR) and Expectation-Maximization algorithm (EM).
corneal_endothelium_TVST
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.
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'
python-intermediate-inflammation
This is the Carpentry Git repo for the AZ course
SegCaps
Official Implementation of the Paper "Capsules for Object Segmentation".
jpviguerasguillen's Repositories
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'
jpviguerasguillen/corneal_endothelium_TVST
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.
jpviguerasguillen/ConvCaps-DR
A keras (Tensorflow) implementation of an updated version of (Deep) Capsule Networks with Dynamic Routing (DR) and Expectation-Maximization algorithm (EM).
jpviguerasguillen/python-intermediate-inflammation
This is the Carpentry Git repo for the AZ course
jpviguerasguillen/SegCaps
Official Implementation of the Paper "Capsules for Object Segmentation".