
Truveta
Saving lives with data by providing regulatory-grade safety and effectiveness data.

A high-resolution intensive care unit (ICU) dataset.

HiRID (High-Resolution ICU Dataset) is a comprehensive dataset of patient data collected from the intensive care units (ICUs) of a large European hospital. The dataset contains high-resolution time-series data of vital signs, laboratory measurements, and medication administration, along with patient demographics and outcomes. It facilitates research in areas such as predictive modeling for patient outcomes, development of decision support systems, and exploration of clinical patterns in ICU patients. The dataset's granularity and completeness allow researchers to develop and validate sophisticated algorithms and models to improve patient care and optimize resource utilization in the ICU setting. The data is available for research purposes after completing a data use agreement.
HiRID (High-Resolution ICU Dataset) is a comprehensive dataset of patient data collected from the intensive care units (ICUs) of a large European hospital.
Explore all tools that specialize in clinical decision support. This domain focus ensures HiRID PhysioNet delivers optimized results for this specific requirement.
Offers granular, time-series data allowing detailed analysis of patient physiological trends.
Includes vital signs, lab results, medication data, and demographic information, providing a holistic view of the patient's condition.
Contains data from a large number of ICU patients, providing statistical power for robust research findings.
Data is provided in a standardized format, simplifying data integration and analysis.
The dataset is freely available for research purposes, promoting collaboration and innovation.
Register an account on PhysioNet.
Complete the data use agreement.
Download the dataset.
Explore the dataset structure and documentation.
Implement data preprocessing steps.
Develop and validate predictive models.
Evaluate model performance using relevant metrics.
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