🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109
☆103Jun 8, 2026Updated last month
Alternatives and similar repositories for YAIB
Users that are interested in YAIB are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🏥Generate task cohort for the YAIB framework.☆15Nov 19, 2025Updated 8 months ago
- 🏥 ICU data with R 🏥☆61Sep 3, 2025Updated 10 months ago
- OMOP standardization pipeline for ICU databases☆47Feb 24, 2025Updated last year
- Code of the paper "Neighborhood Contrastive Learning Applied to Online Patient Monitoring"☆23Mar 30, 2023Updated 3 years ago
- Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data☆128Jun 12, 2026Updated last month
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A customizable pipeline for multimodal data extraction from MIMIC-IV!☆345Jul 6, 2026Updated 2 weeks ago
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆46Jun 4, 2026Updated last month
- The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health☆41Updated this week
- ☆43May 22, 2023Updated 3 years ago
- Documentation for the Common Longitudinal ICU data Format (CLIF) data standard for critical care illness research☆23Updated this week
- ☆94Mar 8, 2025Updated last year
- ☆14Aug 9, 2024Updated last year
- circEWS public code☆79Oct 30, 2024Updated last year
- Medical multi-modal learning with missing modality data (MLHC 2023)☆15Aug 1, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Limited automatic tabular ML pipelines for generic MEDS datasets.☆19Apr 14, 2026Updated 3 months ago
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆14Aug 12, 2021Updated 4 years ago
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆17Jul 20, 2025Updated last year
- [Cell Patterns 2024] A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care☆33May 24, 2026Updated 2 months ago
- General Healthcare Predictive Framework☆24Dec 6, 2025Updated 7 months ago
- ☆19May 5, 2026Updated 2 months ago
- ☆30Apr 26, 2025Updated last year
- The MIMIC-IV MEDS ETL☆22Apr 25, 2026Updated 2 months ago
- ☆30Jun 8, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Training HuggingFace models on EHR data☆52Nov 2, 2025Updated 8 months ago
- A collection of ETLs from common data formats to Medical Event Data Standard☆42Aug 5, 2025Updated 11 months ago
- A toolkit for developing foundation models using Electronic Health Record (EHR) data.☆61Updated this week
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916☆211Jan 11, 2026Updated 6 months ago
- ☆48Jun 9, 2023Updated 3 years ago
- crisp-pipeline☆27Apr 6, 2026Updated 3 months ago
- [Neural Networks'24] Multi-task Heterogeneous Graph Learning on Electronic Health Records☆22Sep 22, 2024Updated last year
- Repository for the paper 'Enhancing Clinical Decision Support with Physiological Waveforms — A Multimodal Benchmark in Emergency Care'.☆27Apr 30, 2025Updated last year
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆49Feb 7, 2025Updated last year
- 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.
- Clinical decision support - reinforcement learning agent for sepsis treatment in intensive care☆39Jan 6, 2026Updated 6 months ago
- ☆51Oct 25, 2023Updated 2 years ago
- ☆11Dec 18, 2023Updated 2 years ago
- Dataset containing 7,025 discharge summary notes from the MIMIC III dataset annotated for 7 SBDHs☆20Jun 18, 2022Updated 4 years ago
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Jul 12, 2022Updated 4 years ago
- Operationalising Sepsis-3 criteria in AmsterdamUMCdb, to accompany the AmsterdamUMCdb GitHub☆15May 20, 2024Updated 2 years ago
- ✖️MEN - A Modular Toolkit for Cross-Lingual Medical Entity Normalization☆32Dec 28, 2024Updated last year