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dalerxli's Projects

brain_tumour_segmentation icon brain_tumour_segmentation

Code for training a 3DUnet for Brain tumour segmentation from Brats 2019 dataset; for feature extraction from the segmented volumes and for survival prediction. Run train.py for training, segment.py for segmenting test scans and evaluate.py for evaluating the performance of those segmentations. Basic code also written to perform survival prediction with a random forest classifiier.

brainy icon brainy

Brainy is a virtual MRI analyzer. Just upload the MRI scan file and get 3 different classes of tumors detected and segmented. In Beta.

brats17 icon brats17

Patch-based 3D U-Net for brain tumor segmentation

brats17-1 icon brats17-1

Brain tumor segmentation for MICCAI 2017 BraTS challenge

brats18-project icon brats18-project

Brain tumor segmentation using fully-convolutional deep neural networks.

calc-scatpat icon calc-scatpat

MATLAB implementation of the Huygens-Fresnel principle for the calculation of the scattering pattern produced from the illumination of a rectangular metasurface.

cctbx_lite_windows icon cctbx_lite_windows

A simpler and smaller version of Computational Crystallography Toolbox (CCTBX) that kept all the common and documented features of CCTBX

cda icon cda

Coupled Dipole Approximation

cda-1 icon cda-1

Coupled Dipole Approximation

cdos icon cdos

order-of-scattering coupled dipole approximation

celes icon celes

CELES: CUDA-accelerated electromagnetic scattering by large ensembles of spheres

cem icon cem

Computational ElectroMagnetism on a Yee Lattice

cem_david icon cem_david

The files in this directory are MATLAB scripts as outlined in Appendix F, D.B.Davidson, "Computational Electromagnetics for RF and Microwave Engineering", 2011. See the readme files (where relevant) in the sub-directories, and the headers in the invididual files for details.

ceviche icon ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

ceviche-challenges icon ceviche-challenges

A suite of photonic inverse design challenge problems for topology optimization benchmarking

cfdpython icon cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

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