Healthcare Ai

MONAIPython

A PyTorch-based open-source framework for deep learning in healthcare imaging, providing domain-specific tools and workflows.

Medical Data for Machine Learning

A curated list of publicly available medical datasets for machine learning, covering imaging, EHRs, literature, and speech.

BioGPTPython

A domain-specific generative language model pre-trained on biomedical literature for text generation and mining tasks.

OpenWearablesPython

Self-hosted platform that unifies wearable health data from multiple providers into a single AI-ready API.

TorchXRayVisionJupyter Notebook

An open-source library providing chest X-ray datasets, pre-trained models, and tools for medical imaging research and analysis.

Alsentzer et al Clinical BERTPython

Pre-trained BERT models fine-tuned on clinical text from MIMIC for medical natural language processing tasks.

Huang et al ClinicalBERTJupyter Notebook

A BERT-based language model pretrained on clinical notes for predicting hospital readmissions and analyzing medical text.

CyclOpsPython

A toolkit for evaluating and monitoring machine learning models in clinical healthcare settings.