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fsl-dapna

Code for FSL model DAPNA (ICML2020).

funfusean

Structural Similarity based Anatomical and Functional Brain Imaging Fusion

gan-timeline

A timeline showing the development of Generative Adversarial Networks (GAN).

generative-adversarial-network-based-synthesis-for-supervised-medical-image-segmentation

Code for the paper 'Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation'

gym-malware

icnet

Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration

icra2018

Matlab code used for the paper "Unscented Kalman Filtering on Lie Groups for Fusion of IMU and Monocular Vision"

ifcnn

code for "IFCNN: A General Image Fusion Framework Based on Convolutional Neural Network"

image-registration-by-learning-common-feature

image_registration

Image Registration for Astronomy

isbi2020_tutorial

IEEE ISBI 2020 SimpleITK Tutorial

istn

Image-and-Spatial Transformer Networks

iter-reason

Code for Iterative Reasoning Paper (CVPR 2018)

labelassemble

Official Implementation for label-assemble in Medical Imaging Meets NeurIPS 2022

learning-via-translation

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification (https://arxiv.org/pdf/1711.07027.pdf)

learnopencv

Learn OpenCV : C++ and Python Examples

lg-fedavg

Federated Learning with Local and Global Representations

lungnet

This is supplementary material for the manuscript: "Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks" M. Anthimopoulos, S. Christodoulidis, L. Ebner, A. Christe and S. Mougiakakou IEEE Journal of Biomedical and Health infomatics (2018)

machine_learning_security

Source code about machine learning and security.

mask_rcnn

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

matconvnet-dermoscopy

DermaKNet: Incorporating the knowledge of dermatologists to Convolutional Neural Networks for skin lesion diagnosis.

medical-image-registration

a project for developing registration tools with convolutional neural networks

medical-image-registration-resources

Medical image registration related books, tutorials, papers, datasets, toolboxes and deep learning open source codes

medical_mae

The official implementation of "Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification"

medicalzoopytorch

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

miccai-cpm-ensemble

MICCAI 2018 Computational Precision Medicine Challenge: Combined Pathology and Radiology Classification

miccai_weakly_supervised_tutorial

Code for tutorial at MICCAI 2019

miccaitutorial2020

Machine learning approaches for data fusion of imaging and non-imaging data for clinical decision support

mirtk

The Medical Image Registration ToolKit (MIRTK), the successor of the IRTK, contains common CMake build configuration files, core libraries, and basic command-line tools. Extension packages are hosted by the MIRTK GitHub group at

mixnmatch

Pytorch implementation of MixNMatch