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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.

btspinn icon btspinn

This repository contains the code for the "Learning from Integral Losses in Physics Informed Neural Networks" paper (in submission to NeurIPS 2023).

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.

camfr icon camfr

Python-based electromagnetic simulator and mode solver for nanophotonics applications, using the Eigenmode Expansion (EME) method.

casimir-fdfd icon casimir-fdfd

An implementation of a stress-tensor based FDFD method for computing Casimir forces

causal-u-net icon causal-u-net

unofficial PyTorch implementation of 《A Causal U-net based Neural Beamforming Network for Real-Time Multi-Channel Speech Enhancement》

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

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