Berkowitz, Seth J.

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

Do as AI say: susceptibility in deployment of clinical decision-aids

Gaube, S., Suresh, H., Raue, M., Merritt, A., Berkowitz, S. J., Lermer, E., Coughlin, J. F., Guttag, J. V., Colak, E., & Ghassemi, M. (2021) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationClinical Reasoning and Diagnostic Skills

Cited by 543

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

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

Artificial intelligence to assess body composition on routine abdominal CT scans and predict mortality in pancreatic cancer– A recipe for your local application

Hsu, T.-M. H., Schawkat, K., Berkowitz, S. J., Wei, J. L., Makoyeva, A., Legare, K., DeCicco, C., Paez, S. N., Wu, J. S. H., Szolovits, P., et al. (2021) · European Journal of Radiology

Radiomics and Machine Learning in Medical ImagingNutrition and Health in Aging

Cited by 54

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