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1D and 2D Segmentation Models with options such as Deep Supervision, Guided Attention, BiConvLSTM, Autoencoder, etc.
Geant4 simulation of the interaction of 2.5 nm hollow gold nanoparticle and 200 keV photons
Calculation of radial dose and interaction probability with 150kVp, 6MV, and Ir-192 (Geant4.10.5).
All in One Version : Youtube WAV Download, Separating Vocal, Splitting Audio, Training, and Inference Using Google Colab
Python 3.x port of the Eclipse ESAPI plug-in script used in the study : Predicting deliverability of volumetric-modulated arc therapy (VMAT) plans using aperture complexity analysis
Automated DICOM RTPlan Checking
大数据入门指南 :star:
A procedural Blender pipeline for photorealistic training image generation
Official implementation of Bayesian Particle Instance Segmentation for Electron Microscopy Image Quantification (JCIM 2021).
Geant4 code to simulate dose deposition in water tub using scoring volumes
This repository contains the code and examples accompaining our preprint https://doi.org/10.1101/867218
CNMS User Meeting Workshop 2018: Machine learning in Materials Science with Python
convex radiation treatment planning
code for the paper entitled "A Sparse-View CT Reconstruction Method Based on Combination of DenseNet and Deconvolution"
Deep learning pipeline for segmentation of fluorescent labels in microscopy images
A deep-learning pipeline for segmentation of ambiguous microscopic images.
Deep Learning models applied to the analysis of VIS-NIR spectral data
This repository contains implementations and illustrative code to accompany DeepMind publications
This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"
Deep Learning Toolkit for Medical Image Analysis
DosePredcition for Accelerated Planning of Rectal Cancer Radiotherapy
This code pattern shows you how to train a machine learning model to predict type 2 diabetes using synthesized patient health records.
FastAI V2 and V1 Code Examples
Analysis of radiotherapy dose distributions
Deep learning models to predict the gamma index of treatment plans based on calculated fluence maps for intensity modulated radiation therapy (IMRT).
Python routines for generating simple models of DNA
G4Linac_MT, a simple-to-use open source multithreaded code developed to facilitate the use of Geant4 C++ toolkit for the simulation of medical linear accelerator
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.