Segmentation models with pretrained backbones. PyTorch.

Independent evaluation of a multi-view multi-task convolutional neural network breast cancer classification model using Finnish mammography screening data

LAVI open-source reconstruction toolbox for digital breast tomosynthesis (DBT)

Statistical model comparison with bootstrap and beyond

Pygame based UIs to play games from the open_spiel project.

Python based CT annotation tool

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis

1st place solution of RSNA Screening Mammography Breast Cancer Detection competition on Kaggle: https://www.kaggle.com/competitions/rsna-breast-cancer-detection

This repository contains code that was used to train and evaluate deep learning models, as described in the article "Improving breast cancer diagnostics with artificial intelligence for MRI" by Jan…

Official Kaggle API

jiant is an nlp toolkit

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).

A fast tool to do image augmentation on GPU(especially elastic_deform), can be helpful to research on Medical Image.

Tool to wrap installations into a container designed for use on HPC systems

3D-GMIC: an efficient deep neural network to find small objects in large 3D images

Build OpenCV on Nvidia Jetson Nano

Shape and dimension inference (Keras-like) for PyTorch layers and neural networks

PyTorch Implementation of CIFAR-10 Image Classification Pipeline Using VGG Like Network

Matlab based mammogram annotation tool

Restore low-dose DBT projections using VCT software

Deep learning framework for MRI reconstruction

An Open Framework for Federated Learning.

Subregional morphological analysis of knee articular cartilage

Meta-repository of screening mammography classifiers