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pftsai1112's Projects

adaptive_kernel_methods icon adaptive_kernel_methods

Python code for Kernel LMS (KLMS) algorithm with sklearn API. We also implemented neural spike kernels. We also have KLMS and Kernel PCA for neural spike data.

adversarial icon adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

cbctrecon icon cbctrecon

CBCT Reconstruction toolkit for Varian and Elekta (Mirror of GitLab)

checktomo icon checktomo

TomoTherapy secondary dose calculation tool

couchbase icon couchbase

This is a script to replace the couchbase in a series of CT.

dicom_communication_101 icon dicom_communication_101

Demonstrates basic communication Varian DICOM services daemon. (companion repo to chapter 4 in the book: Scripting RT for Physicists)

dopamine icon dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

esapix icon esapix

Extension library for the Varian Eclipse Scripting API

fusion_tools icon fusion_tools

Rigid and deformable registration tools for MATLAB, including plastimatch plugin

gamma icon gamma

1D, 2D, or 3D gamma computation in MATLAB

niftynet icon niftynet

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

nricp icon nricp

Matlab implementation of non-rigid iterative closest point

psigan icon psigan

Probabilistic segmentation and image matching segmentation network for unsupervised domain adaptation and segmentation

pyesapi icon pyesapi

Python interface to Eclipse Scripting API

pylinac icon pylinac

A TG-142 toolkit for doing routine linear accelerator quality assurance

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

rad-collision icon rad-collision

Platform for collision detection during treatment planning in radiotherapy

ray_scripts icon ray_scripts

Python scripts for RayStation treatment planning system

rtk icon rtk

Reconstruction Toolkit

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