MIMIC-III

doi:doi:10.57702/a6pt4gm7

MIMIC-III

MIMIC-III is a large, publicly available clinical database containing information from the Medical Information Mart for Intensive Care III. It is used for various clinical applications such as diagnosis, recommending medicine, etc. The dataset is used for training and testing deep neural networks for clinical time series analysis tasks.

BibTex:

@dataset{Alistair_EW_Johnson_and_Tom_J_Pollard_and_Lu_Shen_and_H_Lehman_Li-Wei_and_Mengling_Feng_and_Mohammad_Ghassemi_and_Benjamin_Moody_and_Peter_Szolovits_and_Leo_Anthony_Celi_and_Roger_G_Mark_2024,
    abstract = {MIMIC-III is a large, publicly available clinical database containing information from the Medical Information Mart for Intensive Care III. It is used for various clinical applications such as diagnosis, recommending medicine, etc. The dataset is used for training and testing deep neural networks for clinical time series analysis tasks.},
    author = {Alistair EW Johnson and Tom J Pollard and Lu Shen and H Lehman Li-Wei and Mengling Feng and Mohammad Ghassemi and Benjamin Moody and Peter Szolovits and Leo Anthony Celi and Roger G Mark},
    doi = {10.57702/a6pt4gm7},
    institution = {No Organization},
    keyword = {'Biomarker Variables', 'CABG', 'Clinical Data', 'Clinical Database', 'Clinical Notes', 'Clinical Text', 'Clinical Text Summarization', 'Clinical Variables', 'Clinical data', 'Cohort Discovery', 'Critical Care', 'Critical care', 'De-identified Patient Data', 'De-identified Patient Notes', 'Deep Learning', 'Discharge Summaries', 'Disease Diagnosis', 'EHR', 'EHRs', 'Electronic Health Record', 'Electronic Health Records', 'Feature Extraction', 'Graph-Text Multi-Modal Pre-training', 'Healthcare', 'Healthcare database', 'Hospital Records', 'ICD Coding', 'ICD-9', 'ICU', 'ICU Admission', 'ICU Admissions', 'ICU patients', 'Indicative Binary Variables', 'Intensive Care', 'Intensive Care Unit', 'Intensive Care Units', 'Large Language Models', 'Length of Stay', 'Longitudinal data', 'Lung Cancer', 'MIMIC III', 'MIMIC-III', 'Medical Data', 'Medical Diagnosis', 'Medical Images', 'Medical Imaging', 'Medical Information Mart for Intensive Care', 'Medical Records', 'Medical Representation Learning', 'Medical Text Classification', 'Medical data', 'Medical imaging', 'Multi-task learning', 'Semantic Concept Identification', 'Syntax-based Negation', 'Time Series Analysis', 'Time series', 'Time-Series Data', 'clinical data', 'clinical notes', 'clinical text', 'critical care', 'critical care unit', 'database', 'demographics', 'diagnostic codes', 'discharge summaries', 'electronic health records', 'healthcare', 'healthcare data', 'healthcare delivery', 'in-hospital mortality', 'intensive care', 'intensive care unit', 'length of stay', 'medical codes', 'medical data', 'medical informatics', 'medical records', 'medications', 'patient data', 'patient visits', 'physiological signals', 'progress notes', 'sepsis', 'surgery', 'text analysis', 'time series'},
    month = {nov},
    publisher = {TIB},
    title = {MIMIC-III},
    url = {https://service.tib.eu/ldmservice/dataset/mimic-iii},
    year = {2024}
}