deconvolution topic
segmentation
Tensorflow implementation : U-net and FCN with global convolution
holy-edge
Holistically-Nested Edge Detection
CaImAn
Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.
scaden
Deep Learning based cell composition analysis with Scaden.
CNN-DICOM-Segmentation
DICOM Image Segmentation with CNNs in Tensorflow
pytorch-deconvnet
Example of Deconvnet in PyTorch for VGG16
TED
a fully Bayesian approach to deconvolve tumor microenvironment
ecotyper
EcoTyper is a machine learning framework for large-scale identification of cell states and cellular ecosystems from gene expression data.
Cascade
Calibrated inference of spiking from calcium ΔF/F data using deep networks
MotionBlur
Blind deconvolution of motion blur