Horng, Steven

MIMIC-IV, a freely accessible electronic health record dataset

Johnson, A. E. W., Bulgarelli, L., Shen, L., Gayles, A., Shammout, A., Horng, S., Pollard, T. J., Hao, S., Moody, B., Gow, B., et al. (2023) · Scientific Data

Machine Learning in HealthcareElectronic Health Records Systems

Cited by 3,401

MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports

Johnson, A. E. W., Pollard, T. J., Berkowitz, S. J., Greenbaum, N. R., Lungren, M. P., Deng, C.-Y., Mark, R. G., & Horng, S. (2019) · Scientific Data

COVID-19 diagnosis using AIArtificial Intelligence in Healthcare and Education

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MIMIC-IV

Johnson, A., Bulgarelli, L., Pollard, T., Gow, B., Moody, B., Horng, S., Celi, L. A., & Mark, R. (2024) · PhysioNet

Machine Learning in HealthcareElectronic Health Records Systems

Cited by 524

MIMIC-IV

Johnson, A., Bulgarelli, L., Pollard, T., Horng, S., Celi, L. A., & Mark, R. (2023) · PhysioNet

Machine Learning in HealthcareElectronic Health Records Systems

Cited by 524

Learning a Health Knowledge Graph from Electronic Medical Records

Rotmensch, M., Halpern, Y., Tlimat, A., Horng, S., & Sontag, D. (2017) · Scientific Reports

Biomedical Text Mining and OntologiesMachine Learning in Healthcare

Cited by 423

Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning

Horng, S., Sontag, D. A., Halpern, Y., Jernite, Y., Shapiro, N. I., & Nathanson, L. A. (2017) · PLOS ONE

Machine Learning in HealthcareSepsis Diagnosis and Treatment

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MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs

Johnson, A. E. W., Pollard, T. J., Greenbaum, N. R., Lungren, M. P., Deng, C.-Y., Peng, Y., Lu, Z., Mark, R. G., Berkowitz, S. J., & Horng, S. (2019) · arXiv

COVID-19 diagnosis using AIArtificial Intelligence in Healthcare and Education

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Author Correction: MIMIC-IV, a freely accessible electronic health record dataset

Johnson, A. E. W., Bulgarelli, L., Shen, L., Gayles, A., Shammout, A., Horng, S., Pollard, T. J., Hao, S., Moody, B., Gow, B., et al. (2023) · Scientific Data

Machine Learning in HealthcareElectronic Health Records Systems

Cited by 181

MIMIC-IV-Note: Deidentified free-text clinical notes

Johnson, A., Pollard, T., Horng, S., Celi, L. A., & Mark, R. (2023) · PhysioNet

Machine Learning in HealthcareBiomedical Text Mining and Ontologies

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MIMIC-IV-ECG: Diagnostic Electrocardiogram Matched Subset

Gow, B., Pollard, T., Nathanson, L. A., Johnson, A., Moody, B., Fernandes, C., Greenbaum, N., Waks, J. W., Eslami, P., Carbonati, T., et al. (2023) · PhysioNet

ECG Monitoring and AnalysisMachine Learning in Healthcare

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MIMIC-IV-ED

Johnson, A., Bulgarelli, L., Pollard, T., Celi, L. A., Mark, R., & Horng, S. (2023) · PhysioNet

Machine Learning in HealthcareEmergency and Acute Care Studies

Cited by 50

MIMIC-CXR-JPG - chest radiographs with structured labels

Johnson, A., Lungren, M., Peng, Y., Lu, Z., Mark, R., Berkowitz, S., & Horng, S. (2024) · PhysioNet

Multimodal Machine Learning ApplicationsCOVID-19 diagnosis using AI

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The MIMIC-CXR Database

Johnson, A. E. W., Pollard, T., Mark, R., Berkowitz, S., & Horng, S. (2019) · physionet.org

COVID-19 diagnosis using AIArtificial Intelligence in Healthcare and Education

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