cianmscannell
Assistant Professor in Medical Image Analysis
Eindhoven University of TechnologyUnited Kingdom
Pinned Repositories
3DU-Net
A baseline 3D U-Net implementation that follows the architecture of Cicek et al. as close as possible, implemented in TF2/keras
cianmscannell.github.io
myo_pinn
Physics-informed neural networks for myocardial perfusion MRI quantification.
pinns
Physics-informed neural networks
RPCA
A python implementation of robust principal component analysis (RPCA)
SDE
An iPython notebook to numerically solve stochastic differential equations (SDEs) using an explicit order 1.0 strong scheme.
cardisort
da_cmr
Domain-adversarial learning for cine cardiac MR segmentation
lge-quant-emidec
myo_pinn
Physics-informed neural networks for myocardial perfusion MRI quantification.
cianmscannell's Repositories
cianmscannell/pinns
Physics-informed neural networks
cianmscannell/RPCA
A python implementation of robust principal component analysis (RPCA)
cianmscannell/lge-quant-emidec
cianmscannell/myo_pinn
Physics-informed neural networks for myocardial perfusion MRI quantification.
cianmscannell/da_cmr
Domain-adversarial learning for cine cardiac MR segmentation
cianmscannell/3DU-Net
A baseline 3D U-Net implementation that follows the architecture of Cicek et al. as close as possible, implemented in TF2/keras
cianmscannell/cianmscannell.github.io
cianmscannell/SDE
An iPython notebook to numerically solve stochastic differential equations (SDEs) using an explicit order 1.0 strong scheme.
cianmscannell/8dc00-mia-docs
cianmscannell/ai-aif
cianmscannell/complex_no
A C++ implementation of a complex number class
cianmscannell/Evaluation-metrics
Evaluation of cardiac MRI predictions with given metrics
cianmscannell/gitignore
A collection of useful .gitignore templates
cianmscannell/logistic-bifurcation
An iPython notebook which produces the well-known bifurcation diagram for the logistic map - https://en.wikipedia.org/wiki/Logistic_map#/media/File:Logistic_Bifurcation_map_High_Resolution.png
cianmscannell/minimum_entropy_estimation
Implementation of a semi-parametric minimum entropy estimator for regression analysis
cianmscannell/R_gif
R code to take images and produce a gif.
cianmscannell/sudoku_solver
C++ implementation of solver which solve some easy sudoku problems