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elastix

Official elastix repository

finmathematics

Books

fluencemapopt

A nonconvex optimization approach to IMRT planning with dose-volume constraints

fluencemapping

Trajectory optimization to match fluence profiles.

g4linac_mt

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

gammascalping

Gamma Scalping Trading Strategies

gammora

GAMMORA : A full Varian TrueBeam STx Model for Gate v9.0/Geant4

geant4-boilerplate

Boilerplate code for performing radiation dose calculation in Geant4

generative-adversarial-networks-roadmap

The Roadmap to Learn Generative Adversarial Networks (GANs)

h-denseunet

TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

imrtsolver

interpy-zh

📘《Python进阶》（Intermediate Python 中文版）

istn

Image-and-Spatial Transformer Networks

jstrader

Datarecorder

lihang-code

《统计学习方法》的代码实现

machine-learning-course

:speech_balloon: Machine Learning Course with Python. Refer to the course page for step-by-step explanations.

mask-rcnn-3d

3d mask rcnn

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mathematics-for-ml

🧮 A collection of resources to learn mathematics for machine learning

matrad

An open source multi-modality radiation treatment planning sytem

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

medicaltorch

A medical imaging framework for Pytorch

medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

mongo-backup

Incremental backup tool for MongoDB

monitor_unit_hand_calculations

The codes in this folder use TMR and PDD for performing Monitor Unit hand calculations for Elekta SLi Linac

moquimc

MOnte carlo code for QUIck proton dose calculation

nnunet

ntcp

EUD based Normal Tissue Complication Probability

ompmc

An hybrid parallel implementation for Monte Carlo particle transport simulations