baeseongsu / awesome-machine-learning-for-healthcareView external linksLinks
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!
☆34Apr 12, 2025Updated 10 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
Sorting:
- Hands-on repository for fine-tuning Large Language Models (LLMs) in the clinical domain with tutorials☆13Jan 9, 2026Updated last month
- 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
- ☆29Jun 8, 2025Updated 8 months ago
- ☆167Nov 27, 2025Updated 2 months ago
- Training HuggingFace models on EHR data☆41Nov 2, 2025Updated 3 months ago
- Official implementation of TACCO (Task-guided Co-clustering).☆15Aug 31, 2024Updated last year
- ☆48Feb 26, 2025Updated 11 months ago
- A list of awesome resources on the application of machine learning in healthcare☆31Oct 2, 2020Updated 5 years ago
- Expert-Curated Oncology Reports to Advance Language Model Inference☆32Apr 17, 2024Updated last year
- Tutorial repository for the official MOTOR release☆14Feb 22, 2025Updated 11 months ago
- 【IEEE TPAMI 2025】Uncertainty-aware Medical Diagnostic Phrase Identification and Grounding☆29Jan 20, 2026Updated 3 weeks ago
- [ICLR 2025] MedRegA: Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks☆45Oct 18, 2025Updated 3 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
- ☆21Dec 5, 2023Updated 2 years ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Sep 4, 2024Updated last year
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆79Dec 18, 2025Updated last month
- A curated list of awesome resources at the intersection of healthcare and AI☆71Sep 22, 2023Updated 2 years ago
- ☆21Nov 27, 2025Updated 2 months ago
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆49Feb 7, 2025Updated last year
- Repository for the paper 'Enhancing Clinical Decision Support with Physiological Waveforms — A Multimodal Benchmark in Emergency Care'.☆22Apr 30, 2025Updated 9 months ago
- The collection of medical VLP papars☆20Jul 24, 2024Updated last year
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆23Mar 6, 2025Updated 11 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
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Oct 19, 2022Updated 3 years ago
- Pandas 循序渐进一百题(60% 已完成)☆24Nov 17, 2020Updated 5 years ago
- [ACL 2025 Findings] "Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA"☆25Feb 21, 2025Updated 11 months ago
- EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images (NeurIPS 2023 D&B)☆91Feb 6, 2026Updated last week
- The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assis…☆263Dec 23, 2023Updated 2 years ago
- [ICML'25] MedTok: Multimodal Medical Code Tokenizer☆38Jul 20, 2025Updated 6 months ago
- A universal foundation model for grounded biomedical image interpretation☆36Feb 1, 2026Updated 2 weeks ago
- ☆30Aug 21, 2023Updated 2 years ago
- Code for the paper "ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?"☆31Jun 18, 2025Updated 7 months ago
- MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning☆74Oct 10, 2025Updated 4 months ago
- I am learning from Hugging Face.☆22Feb 11, 2024Updated 2 years ago
- [ML4H'25] MedVLThinker: Simple Baselines for Multimodal Medical Reasoning☆48Dec 21, 2025Updated last month
- Encourage Medical LLM to engage in deep thinking similar to DeepSeek-R1.☆26Apr 24, 2025Updated 9 months ago
- 🩺Build a deep learning model to detect the presence of pacemakers in ECG signals☆27Aug 11, 2025Updated 6 months ago
- [CHIL 2024] Interpretation of Intracardiac Electrograms Through Textual Representations☆12Sep 4, 2024Updated last year
- [CVPR 2025] MicroVQA eval and 🤖RefineBot code for "MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research"…☆32Nov 25, 2025Updated 2 months ago