🧪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
☆106Jun 8, 2026Updated 2 months ago
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 9 months ago
- 🏥 ICU data with R 🏥☆62Sep 3, 2025Updated 11 months ago
- Code of the paper "Neighborhood Contrastive Learning Applied to Online Patient Monitoring"☆23Mar 30, 2023Updated 3 years ago
- A customizable pipeline for multimodal data extraction from MIMIC-IV!☆354Jul 6, 2026Updated last month
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆47Jun 4, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health☆43Aug 20, 2026Updated last week
- ☆43May 22, 2023Updated 3 years ago
- Documentation for the Common Longitudinal ICU data Format (CLIF) data standard for critical care illness research☆23Aug 20, 2026Updated last week
- ☆96Mar 8, 2025Updated last year
- ☆14Aug 9, 2024Updated 2 years ago
- Data Science & Machine Learning Project applied to Healthcare☆16Dec 1, 2021Updated 4 years ago
- Limited automatic tabular ML pipelines for generic MEDS datasets.☆20Apr 14, 2026Updated 4 months ago
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆14Aug 12, 2021Updated 5 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
- 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.
- [Cell Patterns 2024] A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care☆32May 24, 2026Updated 3 months ago
- General Healthcare Predictive Framework☆24Dec 6, 2025Updated 8 months ago
- ☆19May 5, 2026Updated 3 months ago
- ☆30Apr 26, 2025Updated last year
- The MIMIC-IV MEDS ETL☆25Aug 10, 2026Updated 3 weeks ago
- ☆30Jun 8, 2025Updated last year
- Training HuggingFace models on EHR data☆52Nov 2, 2025Updated 10 months ago
- An interpretable foundation model of the patient clinical timeline: event forecasting, calibrated time-to-event alerts, and concept-level…☆62Updated this week
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916☆211Updated this week
- 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.
- ☆47Jun 9, 2023Updated 3 years 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'.☆28Apr 30, 2025Updated last year
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆49Jul 29, 2026Updated last month
- Clinical decision support - reinforcement learning agent for sepsis treatment in intensive care☆39Jan 6, 2026Updated 7 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
- Operationalising Sepsis-3 criteria in AmsterdamUMCdb, to accompany the AmsterdamUMCdb GitHub☆15May 20, 2024Updated 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.
- ✖️MEN - A Modular Toolkit for Cross-Lingual Medical Entity Normalization☆32Dec 28, 2024Updated last year
- Root repository for ICareFM: "A Foundation Model for Intensive Care Unlocking Generalization across Tasks and Domains at Scale"☆23Apr 4, 2026Updated 4 months ago
- MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases☆3,358Updated this week
- This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …☆85Apr 17, 2025Updated last year
- MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III☆489Jul 18, 2024Updated 2 years ago
- MIMIC (Medical Information Mart for Intensive Care) is a large, single-center database comprising information relating to patients admitt…☆96Aug 21, 2026Updated last week
- ☆110Sep 24, 2024Updated last year