Einstein, Andrew J.

Deep Learning Electrocardiographic Analysis for Detection of Left-Sided Valvular Heart Disease

Elias, P., Poterucha, T. J., Rajaram, V., Moller, L. M., Rodriguez, V., Bhave, S., Hahn, R. T., Tison, G., Abreau, S. A., Barrios, J., et al. (2022) · Journal of the American College of Cardiology

ECG Monitoring and AnalysisArtificial Intelligence in Healthcare

Cited by 153

Detecting structural heart disease from electrocardiograms using AI

Poterucha, T. J., Jing, L., Ricart, R. P., Adjei-Mosi, M., Finer, J., Hartzel, D., Kelsey, C., Long, A., Rocha, D., Ruhl, J. A., et al. (2025) · Nature

ECG Monitoring and AnalysisArtificial Intelligence in Healthcare and Education

Cited by 116

Artificial Intelligence in Cardiovascular Care—Part 2: Applications

Jain, S. S., Elias, P., Poterucha, T., Randazzo, M., Lopez Jimenez, F., Khera, R., Perez, M., Ouyang, D., Pirruccello, J., Salerno, M., et al. (2024) · Journal of the American College of Cardiology

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 74

Diagnostic reference levels and median doses for common clinical indications of CT: findings from an international registry

Bos, D., Yu, S., Luong, J., Chu, P., Wang, Y., Einstein, A. J., Starkey, J., Delman, B. N., Duong, P.-A. T., Das, M., et al. (2022) · European Radiology

Radiation Dose and ImagingAdvanced Radiotherapy Techniques

Cited by 64

Predicting mortality from AI cardiac volumes mass and coronary calcium on chest computed tomography

Miller, R. J. H., Killekar, A., Shanbhag, A., Bednarski, B., Michalowska, A. M., Ruddy, T. D., Einstein, A. J., Newby, D. E., Lemley, M., Pieszko, K., et al. (2024) · Nature Communications

Cardiac Imaging and DiagnosticsArtificial Intelligence in Healthcare and Education

Cited by 44

Deep learning to detect left ventricular structural abnormalities in chest X-rays

Bhave, S., Rodriguez, V., Poterucha, T., Mutasa, S., Aberle, D., Capaccione, K. M., Chen, Y., Dsouza, B., Dumeer, S., Goldstein, J., et al. (2024) · European Heart Journal

COVID-19 diagnosis using AIArtificial Intelligence in Healthcare and Education

Cited by 38

Comparison of the Effectiveness of Single-Component and Multicomponent Interventions for Reducing Radiation Doses in Patients Undergoing Computed Tomography: A Randomized Clinical Trial

Smith-Bindman, R., Chu, P., Wang, Y., Chung, R., Lopez-Solano, N., Einstein, A. J., Solberg, L., Cervantes, L. F., Nelson, T. R., Boswell, W., et al. (2020) · JAMA Internal Medicine

Radiation Dose and ImagingHealthcare cost, quality, practices

Cited by 23

Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction

Marcinkiewicz, A. M., Zhang, W., Shanbhag, A., Miller, R. J. H., Lemley, M., Ramirez, G., Buchwald, M., Killekar, A., Kavanagh, P. B., Feher, A., et al. (2025) · npj Digital Medicine

Cardiac Imaging and DiagnosticsRadiomics and Machine Learning in Medical Imaging

Cited by 12