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 3 weeks 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☆15Jan 9, 2026Updated 2 months ago
- A curated list of awesome resources at the intersection of healthcare and AI☆72Sep 22, 2023Updated 2 years ago
- ☆176Mar 11, 2026Updated 2 weeks ago
- A list of awesome resources on the application of machine learning in healthcare☆31Oct 2, 2020Updated 5 years ago
- Training HuggingFace models on EHR data☆44Nov 2, 2025Updated 4 months 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.
- ☆29Jun 8, 2025Updated 9 months ago
- Tutorial repository for the official MOTOR release☆14Feb 22, 2025Updated last year
- ☆48Feb 26, 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☆33Apr 17, 2024Updated last year
- ☆21Dec 5, 2023Updated 2 years ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Oct 19, 2022Updated 3 years ago
- A list of awesome selected resources towards the application of machine learning in Biomedical/Healthcare Imaging, inspired by☆71Oct 22, 2019Updated 6 years ago
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆23Mar 6, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assis…☆264Dec 23, 2023Updated 2 years ago
- [ICLR 2025] MedRegA: Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks☆45Oct 18, 2025Updated 5 months ago
- [IEEE TMI] This is the official repository for "UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification"☆19Aug 2, 2024Updated last year
- ☆22Nov 27, 2025Updated 4 months ago
- [CHIL 2024] Interpretation of Intracardiac Electrograms Through Textual Representations☆12Sep 4, 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
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆86Dec 18, 2025Updated 3 months ago
- [ACL 2025 Findings] "Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA"☆25Feb 21, 2025Updated last year
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Sep 4, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- A curated list of awesome open source healthcare tools, algorithms, datasets and research papers.☆314Jan 20, 2025Updated last year
- Expert-level AI radiology report evaluator☆37Apr 1, 2025Updated 11 months ago
- Code for the paper "ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?"☆31Jun 18, 2025Updated 9 months ago
- Encourage Medical LLM to engage in deep thinking similar to DeepSeek-R1.☆26Apr 24, 2025Updated 11 months ago
- Repository for the paper 'Enhancing Clinical Decision Support with Physiological Waveforms — A Multimodal Benchmark in Emergency Care'.☆23Apr 30, 2025Updated 10 months ago
- [ACL 2025 Industry Track] A Large-Scale Real-World Evaluation of an LLM-Based Virtual Teaching Assistant☆32May 22, 2025Updated 10 months ago
- [NeurIPS'24] CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models☆79Dec 4, 2024Updated last year
- 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)☆92Feb 6, 2026Updated last month
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆37Dec 8, 2025Updated 3 months ago
- [NeurIPS D&B'24]Enhancing vision-language models for medical imaging: bridging the 3D gap with innovative slice selection☆21Nov 25, 2024Updated last year
- A Large ECG-Language Model for Cardiac Disease Diagnosis☆78Nov 20, 2025Updated 4 months ago
- [CVPR2024] PairAug: What Can Augmented Image-Text Pairs Do for Radiology?☆29Nov 11, 2024Updated last year
- ☆29Oct 8, 2024Updated last year
- combining Euclidean Alignment (EA) and weighted LTL to classify MI-based EEG☆11Jun 13, 2024Updated last year
- ☆34Mar 6, 2026Updated 3 weeks ago