. Utilizes a wide variety of technical equipment including computers, radio frequency and gradient coils, power injectors...
. Utilizes a wide variety of technical equipment including computers, radio frequency and gradient coils, power injectors...
statistical modeling and substantial experience with machine learning techniques (e.g., Random Forest, Gradient Boosting, LASSO...
models, generalized additive models, neural network, gradient boosting models, uplift modeling, design of experiment...
models, generalized additive models, neural network, gradient boosting models, uplift modeling, design of experiment...
(i.e., linear and non-linear regression, neural networks, logistic regression, decision trees, gradient boosting machines, support...
ventilation, alveolar-to-arterial PO2 gradient, intrapulmonary shunt fraction, respiratory mechanics (including static and dynamic...
to day Develop and implement advanced ML models, such as gradient boosted decision tree, graph neural networks and deep...
and neck, spine, musculoskeletal, diffusion (non-brain), gradient echo imaging, MIP, MRP, peripheral magnetic resonance, spin...
and implement advanced ML models, such as gradient boosted decision tree, graph neural networks and deep learning models, to solve...