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!
☆34Mar 1, 2026Updated 2 months ago
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☆16Jan 9, 2026Updated 3 months ago
- A curated list of awesome resources at the intersection of healthcare and AI☆73Sep 22, 2023Updated 2 years ago
- A list of awesome resources on the application of machine learning in healthcare☆31Oct 2, 2020Updated 5 years ago
- ☆182Apr 23, 2026Updated last week
- Training HuggingFace models on EHR data☆46Nov 2, 2025Updated 5 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆30Jun 8, 2025Updated 10 months ago
- Tutorial repository for the official MOTOR release☆14Feb 22, 2025Updated last year
- ☆48Feb 26, 2025Updated last year
- 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
- Official implementation of TACCO (Task-guided Co-clustering).☆15Aug 31, 2024Updated last year
- Expert-Curated Oncology Reports to Advance Language Model Inference☆34Apr 17, 2024Updated 2 years ago
- ☆21Dec 5, 2023Updated 2 years ago
- Our paper is titled "NUS-IDS at FinCausal 2021: Dependency Tree in Graph Neural Networks for better Cause-Effect Span Detection".☆13Feb 11, 2022Updated 4 years ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆21Oct 19, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆23Mar 6, 2025Updated last year
- The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assis…☆265Dec 23, 2023Updated 2 years ago
- [ICLR 2025] MedRegA: Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks☆46Oct 18, 2025Updated 6 months ago
- [IEEE TMI] This is the official repository for "UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification"☆20Aug 2, 2024Updated last year
- ☆23Nov 27, 2025Updated 5 months ago
- CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks☆45Dec 9, 2025Updated 4 months ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆41Jun 23, 2024Updated last year
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆49Feb 7, 2025Updated last year
- 【IEEE TPAMI 2025】Uncertainty-aware Medical Diagnostic Phrase Identification and Grounding☆32Mar 17, 2026Updated last month
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆89Dec 18, 2025Updated 4 months ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆18Sep 4, 2024Updated last year
- Expert-level AI radiology report evaluator☆37Apr 1, 2025Updated last year
- A curated list of awesome open source healthcare tools, algorithms, datasets and research papers.☆320Jan 20, 2025Updated last year
- Encourage Medical LLM to engage in deep thinking similar to DeepSeek-R1.☆26Apr 24, 2025Updated last year
- [ACL 2025 Industry Track] A Large-Scale Real-World Evaluation of an LLM-Based Virtual Teaching Assistant☆33May 22, 2025Updated 11 months ago
- Repository for the paper 'Enhancing Clinical Decision Support with Physiological Waveforms — A Multimodal Benchmark in Emergency Care'.☆27Apr 30, 2025Updated last year
- Official repository for the ACL 2025 Findings paper "Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal M…☆26Feb 21, 2025Updated last year
- [NeurIPS'24] CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models☆80Dec 4, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The collection of medical VLP papars☆20Jul 24, 2024Updated last year
- EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images (NeurIPS 2023 D&B)☆94Feb 6, 2026Updated 2 months ago
- Code for the paper "ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?"☆32Jun 18, 2025Updated 10 months ago
- ☆38Dec 8, 2025Updated 4 months ago
- A Large ECG-Language Model for Cardiac Disease Diagnosis☆79Nov 20, 2025Updated 5 months ago
- [CVPR2024] PairAug: What Can Augmented Image-Text Pairs Do for Radiology?☆29Nov 11, 2024Updated last year
- ☆29Oct 8, 2024Updated last year