MIMIC-III

MIMIC-III

MIMIC-IIIは、 医療 Information Mart for Intensive Care, is a comprehensive critical care database that contains detailed, anonymized health data from over 40,000 hospital admissions. It was developed by the MIT Lab for Computational Physiology and has become a vital resource for researchers and developers working in the fields of healthcare, 人工知能, and データサイエンス.

The database includes a wide array of information, such as vital signs, laboratory test results, medications, and clinical notes. This rich dataset enables researchers to perform a variety of analyses, from improving patient outcomes to developing predictive models for patient deterioration. MIMIC-III covers a diverse patient population and includes both adult and pediatric data, making it a valuable resource for studying critical care across different demographics.

研究者はMIMIC-IIIを使用して訓練します。 機械学習 algorithms, validate clinical decision support systems, and explore new methodologies in healthcare analytics. The dataset facilitates reproducible research by providing a standardized set of data that can be accessed by scientists and healthcare professionals worldwide.

MIMIC-IIIのデータは、患者のプライバシーを保護するために識別情報が削除されています。 privacy, complying with HIPAA regulations. Access to the database requires completion of a data use agreement and can be obtained through the PhysioNet repository.