MIMIC-CXR

doi:doi:10.57702/5kf70c7r

MIMIC-CXR

MIMIC-CXR is a comprehensive collection of de-identified Chest X-ray (CXR) data acquired from Beth Israel Deaconess Medical Center in Boston, United States. MIMIC-CXR includes 14 binary labels that indicate the presence or absence of pathology.

BibTex:

@dataset{Johnson_A_E_and_Irvin_J_and_Peng_Y_and_Bustos_A_and_Pertusa_A_and_Salinas_J-M_and_De_La_Iglesia-Vaya_M_2024,
    abstract = {MIMIC-CXR is a comprehensive collection of de-identified Chest X-ray (CXR) data acquired from Beth Israel Deaconess Medical Center in Boston, United States. MIMIC-CXR includes 14 binary labels that indicate the presence or absence of pathology.},
    author = {Johnson, A. E. and Irvin, J. and Peng, Y. and Bustos, A. and Pertusa, A. and Salinas, J.-M. and De La Iglesia-Vaya, M.},
    doi = {10.57702/5kf70c7r},
    institution = {No Organization},
    keyword = {'Anatomical Abnormality Detection', 'CXR', 'Cardiopulmonary Conditions', 'Chest Radiographs', 'Chest Radiography', 'Chest X-ray', 'Chest X-ray Images', 'Chest X-ray Reports', 'Clinical Notes', 'Deep Learning', 'Free-Text Reports', 'Free-text reports', 'Labeled Images', 'Large Language Models', 'MIMIC Database', 'MIMIC-CXR', 'MIMIC-CXR dataset', 'MIMIC-III', 'Medical Image Analysis', 'Medical Imaging', 'Medical Summaries', 'Medical imaging', 'Radiology Reports', 'Semi-supervised Learning', 'abnormality detection', 'anomaly detection', 'chest X-ray', 'chest radiograph', 'chest radiographs', 'chest x-ray', 'diagnosis', 'free-text reports', 'medical imaging', 'radiology report'},
    month = {dec},
    publisher = {TIB},
    title = {MIMIC-CXR},
    url = {https://service.tib.eu/ldmservice/dataset/mimic-cxr},
    year = {2024}
}