I'm a clinician-scientist, machine learning engineer, and data scientist who is passionate about developing technology to improve patient care.
Check out a few of my projects
A fully-automated deep learning-based approach for biventricular statistical shape modeling in tetralogy of Fallot.
Deep learning analysis and unsupervised clustering of left ventricular mechanics in tetralogy of Fallot.
Motion correction in digital subtraction angiography using generative adversarial networks.
Predicting unplanned readmissions following pituitary adenoma resections using machine learning: a multi-institutional study with outside validation.
Comparison of fever, cough, and dyspnea-specific ICD-10 codes with medical record review among patients tested for COVID-19.
A Python module that produces image patches and annotation masks from whole slide images for deep learning in digital pathology.
Enjoy the images? They were created with DALL-E-2
