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The Top 23 Machine Learning Healthcare Open Source Projects

Open source projects categorized as Machine Learning Healthcare
Categories > Applications > Healthcare
Categories > Machine Learning > Machine Learning
Awesome Multimodal Ml ⭐ 5,399
Reading list for research topics in multimodal machine learning
most recent commit 19 days ago
Torchgan ⭐ 1,218
Research Framework for easy and efficient training of GANs based on Pytorch
total releases 7most recent commit 3 years ago
Pypots ⭐ 558
A Python toolbox/library for reality-centric machine learning/deep learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data. https://arxiv.org/abs/2305.18811
total releases 20most recent commit 3 months ago
Docproduct ⭐ 511
Medical Q&A with Deep Language Models
total releases 1most recent commit 3 years ago
Healthcare_ml ⭐ 426
A curated list of ML|NLP resources for healthcare.
most recent commit a year ago
Surfboard ⭐ 369
Novoic's audio feature extraction library
total releases 5most recent commit 2 years ago
Multibench ⭐ 356
[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning
most recent commit 6 months ago
Mlforhealthlabpub ⭐ 321
Machine Learning and Artificial Intelligence for Medicine.
total releases 8most recent commit a year ago
Healthcareai R ⭐ 234
R tools for healthcare machine learning
most recent commit a year ago
Healthcareai Py ⭐ 225
Python tools for healthcare machine learning
most recent commit 5 years ago
Hi Ml ⭐ 210
HI-ML toolbox for deep learning for medical imaging and Azure integration
dependent packages 1total releases 34most recent commit 5 months agopypi hi-ml} Downloads
Histocartography ⭐ 207
A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.
total releases 7most recent commit 4 months ago
Cardio ⭐ 195
CardIO is a library for data science research of heart signals
most recent commit 5 years ago
Flamby ⭐ 177
Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.
most recent commit 3 months ago
Iciar2018 ⭐ 159
Our solution for ICIAR 2018 Grand Challenge
most recent commit 3 years ago
Mne Cpp ⭐ 143
MNE-CPP: A Framework for Electrophysiology
most recent commit 3 months ago
Survival Analysis Using Deep Learning ⭐ 138
This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis
most recent commit 3 years ago
Fuse Med Ml ⭐ 121
A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)
total releases 22most recent commit 3 months ago
Cardea ⭐ 113
An open source automl library for using machine learning in healthcare.
total releases 12most recent commit a month ago
Monai Deploy ⭐ 87
MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.
most recent commit 5 months ago
Sytora ⭐ 83
A sophisticated smart symptom search engine
most recent commit 5 years ago
Monai Deploy App Sdk ⭐ 74
MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.
total releases 14most recent commit 5 months ago
Rl Medical ⭐ 62
Communicative Multiagent Deep Reinforcement Learning for Anatomical Landmark Detection using PyTorch.
most recent commit 8 months ago
The 10 Latest Releases In Machine Learning Healthcare Open Source Projects
Cyclops ⭐ 59
Toolkit for health ML implementation
total releases 42latest release November 28, 2023most recent commit 3 months ago
Hi Ml ⭐ 210
HI-ML toolbox for deep learning for medical imaging and Azure integration
dependent packages 1total releases 34latest release November 13, 2023most recent commit 5 months agopypi hi-ml} Downloads
Mlforhealthlabpub ⭐ 321
Machine Learning and Artificial Intelligence for Medicine.
total releases 8latest release March 01, 2023most recent commit a year ago
Torchgan ⭐ 1,218
Research Framework for easy and efficient training of GANs based on Pytorch
total releases 7latest release October 18, 2021most recent commit 3 years ago
Fairmlhealth ⭐ 20
Healthcare-specific tools for bias analysis
total releases 3latest release September 15, 2021most recent commit a year ago
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