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ants

Advanced Normalization Tools (ANTs)

brain-tumor-segmentation

Brain Tumor Segmentation done using U-Net Architecture.

cnn-rnn-lstm-image-recognition

A deep learning project written in PyTorch, intended as a comparison between a convolutional neural network, recurrent neural network and ConvNet + LSTM for image recognition on MNIST dataset.

ctwangtz

dcapy

Decision curve analysis library for Python

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans

gin

Gin is a HTTP web framework written in Go (Golang). It features a Martini-like API with much better performance -- up to 40 times faster. If you need smashing performance, get yourself some Gin.

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

pet_ct_tools

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks.

pyradiomics_gui

JAVA GUI for pyRadiomics

pytorch-unet

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

share-radiomodels

share radiological models

unet3plus_pth

UNet3+/ UNet++/UNet, used in Deep Automatic Portrait Matting in Pytorth

vnet