Mark, Roger

PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals

Goldberger, A. L., Amaral, L. A. N., Glass, L., Hausdorff, J. M., Ivanov, P. C., Mark, R. G., Mietus, J. E., Moody, G. B., Peng, C.-K., & Stanley, H. E. (2000) · Circulation

ECG Monitoring and AnalysisResearch Data Management Practices

Cited by 14,809

MIMIC-III, a freely accessible critical care database

Johnson, A. E. W., Pollard, T. J., Shen, L., Lehman, L.-W. H., Feng, M., Ghassemi, M., Moody, B., Szolovits, P., Anthony Celi, L., & Mark, R. G. (2016) · Scientific Data

Machine Learning in HealthcareElectronic Health Records Systems

Cited by 8,141

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

The eICU Collaborative Research Database, a freely available multi-center database for critical care research

Pollard, T. J., Johnson, A. E. W., Raffa, J. D., Celi, L. A., Mark, R. G., & Badawi, O. (2018) · Scientific Data

Machine Learning in HealthcareHealthcare Technology and Patient Monitoring

Cited by 1,993

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

Cited by 1,816

Multiparameter Intelligent Monitoring in Intensive Care II: A public-access intensive care unit database*

Saeed, M., Villarroel, M., Reisner, A. T., Clifford, G., Lehman, L.-W., Moody, G., Heldt, T., Kyaw, T. H., Moody, B., & Mark, R. G. (2011) · Critical Care Medicine

Healthcare Technology and Patient MonitoringSepsis Diagnosis and Treatment

Cited by 1,162

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

Automated de-identification of free-text medical records

Neamatullah, I., Douglass, M. M., Lehman, L.-W. H., Reisner, A., Villarroel, M., Long, W. J., Szolovits, P., Moody, G. B., Mark, R. G., & Clifford, G. D. (2008) · BMC Medical Informatics and Decision Making

Privacy-Preserving Technologies in DataThoreau and American Literature

Cited by 413

PhysioNet: a Web-based resource for the study of physiologic signals

Moody, G. B., Mark, R. G., & Goldberger, A. L. (2001) · IEEE Engineering in Medicine and Biology Magazine

Research Data Management PracticesElectronic Health Records Systems

Cited by 386

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

Cited by 269

Methods of Blood Pressure Measurement in the ICU*

Lehman, L.-W. H., Saeed, M., Talmor, D., Mark, R., & Malhotra, A. (2013) · Critical Care Medicine

Hemodynamic Monitoring and TherapyBlood Pressure and Hypertension Studies

Cited by 224

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-III Clinical Database

Johnson, A., Pollard, T., & Mark, R. (2015) · PhysioNet

Machine Learning in HealthcareSepsis Diagnosis and Treatment

Cited by 165

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

Cited by 111

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

Cited by 54

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

Cited by 46

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

Cited by 42

MIMIC-III Clinical Database Demo

Johnson, A., Pollard, T., & Mark, R. (2019) · PhysioNet

Machine Learning in HealthcareElectronic Health Records Systems

Cited by 24

Clinically Interpretable Machine Learning Models for Early Prediction of Mortality in Older Patients with Multiple Organ Dysfunction Syndrome: An International Multicenter Retrospective Study

Liu, X., DuMontier, C., Hu, P., Liu, C., Yeung, W., Mao, Z., Ho, V., Thoral, P. J., Kuo, P.-C., Hu, J., et al. (2023) · The Journals of Gerontology: Series A

Sepsis Diagnosis and TreatmentMachine Learning in Healthcare

Cited by 14

MIMIC-III Clinical Database CareVue subset

Johnson, A., Pollard, T., & Mark, R. (2022) · PhysioNet

Machine Learning in HealthcareHealthcare Technology and Patient Monitoring

Cited by 12