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 :)

An electrocardiogram analysis foundation model.

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

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.

Generative AI Pharmacist (For Demo Purposes Only)