This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publication in Nature Machine Intelligence (Soenksen LR, Ma Y, Zeng C et al. 2022).
☆150Aug 30, 2025Updated last year
Alternatives and similar repositories for HAIM
Users that are interested in HAIM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆21Dec 5, 2023Updated 2 years ago
- Medical multi-modal learning with missing modality data (MLHC 2023)☆15Aug 1, 2023Updated 3 years ago
- ☆21Dec 14, 2021Updated 4 years ago
- A customizable pipeline for multimodal data extraction from MIMIC-IV!☆353Jul 6, 2026Updated last month
- Repository for the HiRID ICU Benchmark (HiB) project☆62Jul 13, 2023Updated 3 years ago
- 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.
- EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images (NeurIPS 2023 D&B)☆99Feb 6, 2026Updated 6 months ago
- The repository for the paper "Predicting in-hospital mortality by combining clinical notes with time-series data"☆12May 23, 2021Updated 5 years ago
- MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III☆489Jul 18, 2024Updated 2 years ago
- ☆22Jun 9, 2025Updated last year
- ☆110Sep 24, 2024Updated last year
- ☆33Aug 16, 2022Updated 4 years ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆37Jul 26, 2022Updated 4 years ago
- ICDO: International Classification of Diseases Ontology☆12Apr 19, 2024Updated 2 years ago
- Toward Expert-Level Medical Text Validation with Language Models☆18Oct 23, 2025Updated 10 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆27Dec 31, 2019Updated 6 years ago
- INSPECT dataset/benchmark paper, accepted by NeurIPS 2023☆54May 20, 2025Updated last year
- ☆110Aug 18, 2021Updated 5 years ago
- ☆18May 5, 2026Updated 3 months ago
- ☆43May 22, 2023Updated 3 years ago
- TemporAI: ML-centric Toolkit for Medical Time Series☆129Dec 14, 2023Updated 2 years ago
- EHR datasets preprocessing scripts☆11Jan 31, 2024Updated 2 years ago
- MultiModN – Multimodal, Multi-Task, Interpretable Modular Networks (NeurIPS 2023)☆37Sep 26, 2023Updated 2 years ago
- Code for "Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP"☆13Aug 17, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Patient Code & Text Representation Learning☆19May 22, 2023Updated 3 years ago
- ☆15Sep 18, 2021Updated 4 years ago
- A Python Natural Language Processing Toolkit for Electronic Health Record Texts☆13May 24, 2023Updated 3 years ago
- ☆30Jun 8, 2025Updated last year
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆61Oct 19, 2022Updated 3 years ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Nov 16, 2023Updated 2 years ago
- ☆12Oct 11, 2022Updated 3 years ago
- ☆20Jan 3, 2025Updated last year
- Resource library for getting started with deep learning work using electrocardiograms☆185Apr 26, 2026Updated 4 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implementation of FuseMoE for FlexiModal Fusion, NeurIPS'24☆36Mar 26, 2026Updated 5 months ago
- ☆11Dec 18, 2023Updated 2 years ago
- MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases☆3,358Updated this week
- Official implementation of "Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic r…☆25Mar 22, 2026Updated 5 months ago
- ☆15Jun 11, 2025Updated last year
- ☆179Updated this week
- A collection of ETLs from common data formats to Medical Event Data Standard☆43Aug 5, 2025Updated last year