![](https://designday.jhu.edu/wp-content/uploads/formidable/18/Project-Photo-7.png)
Pre-Surgical Risk Stratification using Deep Learning on 12-lead ECGs for Non-Cardiac Populations
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Biomedical Engineering
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Perioperative Risk Assessment to Predict Hemodynamic Instability in Cardiac Surgery Patients
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Biomedical Engineering
![Biomedical Engineering](/wp-content/uploads/2024/01/notext_bme.png)
Biomedical Engineering
![](https://designday.jhu.edu/wp-content/uploads/formidable/18/team_logo-2.png)
Monitoring and Prediction of Cardiac Arrest in Pediatric ICU Patients with Machine Learning
![Biomedical Engineering](/wp-content/uploads/2024/01/notext_bme.png)
Biomedical Engineering
![Biomedical Engineering](/wp-content/uploads/2024/01/notext_bme.png)
Biomedical Engineering
![](https://designday.jhu.edu/wp-content/uploads/formidable/18/project-photo-1-4.png)
Deep Learning Detection of Subtle Dynamic Ocular Torsion from Video Ocular Counter Roll (vOCR)
![Biomedical Engineering](/wp-content/uploads/2024/01/notext_bme.png)
Biomedical Engineering
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Machine Learning Models to Differentiate the Etiology of Cutaneous Reactions in Post-Stem Cell Transplant Patients
![Biomedical Engineering](/wp-content/uploads/2024/01/notext_bme.png)
Biomedical Engineering
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Predicting Liberation from Mechanical Ventilation in the Intensive Care Unit
Amaranth
![Biomedical Engineering](/wp-content/uploads/2024/01/notext_bme.png)
Biomedical Engineering