Popular GitHub Repositories for Healthcare

Reading list for research topics in multimodal machine learning

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

Medical Q&A with Deep Language Models

[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning

A framework for creating grounded instruction based datasets and training conversational domain expert Large Language Models (LLMs).

HI-ML toolbox for deep learning for medical imaging and Azure integration

A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.

The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review".

A curated list of awesome open source healthcare tools, algorithms, datasets and research papers.

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.

A sophisticated smart symptom search engine

A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)

A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.

An electrocardiogram analysis foundation model.

FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health records

An open source automl library for using machine learning in healthcare.

Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record

Project using machine learning to predict depression using health care data from the CDC NHANES website. A companion dashboard for users to explore the data in this project was created using Streamlit. Written with python using jupyter notebook for the main project flow/analysis and visual studio code for writing custom functions and creating the dashboard.

Healthsea is a spaCy pipeline for analyzing user reviews of supplementary products for their effects on health.

Doctor Dok is an AI based medical data framework and patient's med vault. Parse any health related PDF/Image to JSON and then use Chat GPT / LLama to discuss it! WARNING: Don't decide on your health based on AI Chat - it's just for Research purposes.