A curated collection of cutting-edge research at the intersection of machine learning and healthcare. This repository will be actively maintained until at least 202X (When is my graduation expected to be 😥?), so feel free to explore and enjoy!
☆43Aug 6, 2026Updated this week
Alternatives and similar repositories for awesome-machine-learning-for-healthcare
Users that are interested in awesome-machine-learning-for-healthcare are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Hands-on repository for fine-tuning Large Language Models (LLMs) in the clinical domain with tutorials☆18Jul 10, 2026Updated last month
- Official repository for distributing ECG-Reasoning-Benchmark dataset☆16Jul 30, 2026Updated last week
- Toward Expert-Level Medical Text Validation with Language Models☆18Oct 23, 2025Updated 9 months ago
- A curated list of medical reasoning research on large language models, organized by modality, technique, application, and benchmark.☆18Oct 17, 2025Updated 9 months ago
- A curated list of awesome resources at the intersection of healthcare and AI☆80Sep 22, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆25Nov 27, 2025Updated 8 months ago
- ☆48Feb 26, 2025Updated last year
- ☆30Jun 8, 2025Updated last year
- Expert-Curated Oncology Reports to Advance Language Model Inference☆34Apr 17, 2024Updated 2 years ago
- ☆15Jun 11, 2025Updated last year
- Tutorial repository for the official MOTOR release☆16Feb 22, 2025Updated last year
- [IEEE TMI] This is the official repository for "UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification"☆20Aug 2, 2024Updated 2 years ago
- PatientSim: A Persona-Driven Simulator for Realistic Doctor-Patient Interactions (NeurIPS 2025 D&B track, Spotlight)☆40Apr 9, 2026Updated 4 months ago
- ☆18Dec 16, 2025Updated 7 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Repository for the paper 'Enhancing Clinical Decision Support with Physiological Waveforms — A Multimodal Benchmark in Emergency Care'.☆27Apr 30, 2025Updated last year
- ☆16Aug 18, 2025Updated 11 months ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆43Jun 23, 2024Updated 2 years ago
- This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023☆21Jan 6, 2025Updated last year
- Expert-level AI radiology report evaluator☆38Apr 1, 2025Updated last year
- Official implementation of TACCO (Task-guided Co-clustering).☆16Aug 31, 2024Updated last year
- CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks☆49Dec 9, 2025Updated 8 months ago
- ☆22Dec 28, 2025Updated 7 months ago
- ☆14Jan 6, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official repository for the ACL 2025 Findings paper "Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal M…☆25May 12, 2026Updated 2 months ago
- ☆42Dec 8, 2025Updated 8 months ago
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆25Mar 6, 2025Updated last year
- Training HuggingFace models on EHR data☆52Nov 2, 2025Updated 9 months ago
- A web-based system for learning pathology☆14Aug 3, 2026Updated last week
- The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assis…☆270Dec 23, 2023Updated 2 years ago
- The repository of the ACCV 2024 paper "FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Ge…☆12Jul 28, 2025Updated last year
- Official repository of "BenchECG and xECG: a benchmark and baseline for ECG foundation models"☆22Updated this week
- ☆15Apr 26, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A list of awesome selected resources towards the application of machine learning in Biomedical/Healthcare Imaging, inspired by☆79Oct 22, 2019Updated 6 years ago
- [ACL 2025] ⚖️ Temporally-aware MLLM for Biomedical Radiology Analysis and Report Generation. Flexible toolkit with MLLM backbone support,…☆30Mar 18, 2026Updated 4 months ago
- A Python Natural Language Processing Toolkit for Electronic Health Record Texts☆13May 24, 2023Updated 3 years ago
- [NeurIPS'24] CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models☆79Dec 4, 2024Updated last year
- ☆16Sep 8, 2025Updated 11 months ago
- MCPL: Multi-modal Collaborative Prompt Learning for Medical Vision-Language Model (Initial Version)☆13Apr 17, 2024Updated 2 years ago
- [ICLR 2025] MedRegA: Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks☆47Oct 18, 2025Updated 9 months ago