Niels Schurink's repositories
EfficientNet-PyTorch-3D
A PyTorch implementation of EfficientNet
torchio
Tools for medical image processing in deep learning and PyTorch
MedicalNet
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
memcnn
PyTorch Framework for Developing Memory Efficient Deep Invertible Networks
RevTorch
Framework for creating (partially) reversible neural networks with PyTorch
SlicerCaseIterator
Simple Scripted Module to batch process patients in 3D Slicer
misvm
Multiple-Instance Support Vector Machines
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
Multiparametric-Imaging-Response-Prediction
A repository for scripts used for my PhD thesis focussed on Multiparametric Imaging and Recum CRT response prediction