π§ͺYet 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
β110Oct 7, 2026Updated this week
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:
- π₯Generate task cohort for the YAIB framework.β15Nov 19, 2025Updated 10 months ago
- π₯ ICU data with R π₯β63Sep 3, 2025Updated last year
- OMOP standardization pipeline for ICU databasesβ48Feb 24, 2025Updated last year
- Code of the paper "Neighborhood Contrastive Learning Applied to Online Patient Monitoring"β23Mar 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 dataβ140Jun 12, 2026Updated 4 months ago
- Virtual machines for every use case on DigitalOcean β’ AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A customizable pipeline for multimodal data extraction from MIMIC-IV!β357Oct 1, 2026Updated last week
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streamsβ49Sep 4, 2026Updated last month
- The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Healthβ43Updated this week
- β42May 22, 2023Updated 3 years ago
- Repository for the HiRID ICU Benchmark (HiB) projectβ62Jul 13, 2023Updated 3 years ago
- Documentation for the Common Longitudinal ICU data Format (CLIF) data standard for critical care illness researchβ23Sep 30, 2026Updated last week
- β14Aug 9, 2024Updated 2 years ago
- Data Science & Machine Learning Project applied to Healthcareβ16Dec 1, 2021Updated 4 years ago
- circEWS public codeβ79Oct 30, 2024Updated last year
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Medical multi-modal learning with missing modality data (MLHC 2023)β15Aug 1, 2023Updated 3 years ago
- Limited automatic tabular ML pipelines for generic MEDS datasets.β20Apr 14, 2026Updated 5 months ago
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasksβ14Aug 12, 2021Updated 5 years ago
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"β17Jul 20, 2025Updated last year
- [Cell Patterns 2024] A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive careβ32May 24, 2026Updated 4 months ago
- General Healthcare Predictive Frameworkβ24Dec 6, 2025Updated 10 months ago
- β19May 5, 2026Updated 5 months ago
- β30Apr 26, 2025Updated last year
- β30Jun 8, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health recordβ¦β183Oct 5, 2026Updated last week
- Training HuggingFace models on EHR dataβ53Nov 2, 2025Updated 11 months ago
- A collection of ETLs from common data formats to Medical Event Data Standardβ45Aug 5, 2025Updated last year
- An interpretable foundation model of the patient clinical timeline: event forecasting, calibrated time-to-event alerts, and concept-levelβ¦β61Updated this week
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916β219Aug 29, 2026Updated last month
- β48Jun 9, 2023Updated 3 years ago
- crisp-pipelineβ28Apr 6, 2026Updated 6 months ago
- [Neural Networks'24] Multi-task Heterogeneous Graph Learning on Electronic Health Recordsβ22Sep 22, 2024Updated 2 years ago
- Repository for the paper 'Enhancing Clinical Decision Support with Physiological Waveforms β A Multimodal Benchmark in Emergency Care'.β28Apr 30, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.β51Jul 29, 2026Updated 2 months ago
- Clinical decision support - reinforcement learning agent for sepsis treatment in intensive careβ40Jan 6, 2026Updated 9 months ago
- β51Oct 25, 2023Updated 2 years ago
- β11Dec 18, 2023Updated 2 years ago
- Dataset containing 7,025 discharge summary notes from the MIMIC III dataset annotated for 7 SBDHsβ20Jun 18, 2022Updated 4 years ago
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139β25Jul 12, 2022Updated 4 years ago
- Operationalising Sepsis-3 criteria in AmsterdamUMCdb, to accompany the AmsterdamUMCdb GitHubβ17May 20, 2024Updated 2 years ago