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cabg_register_analysis

Machine learning algorithm to predict the long-term adverse cardiovascular events following coronary artery bypass surgery (CABG)

covid_reg

COVID-19 outcome prediction models based on machine learning algorithms. The unique feature is a custom cross-validation strategy based on the three clinical datasets of age- and gender-matched patients.

generative_design

This repository is devoted to the development of ML algorithms used for the generative design of a prosthetic heart valve leaflets

optimizer

utilities

Collection of utilities for processing a dataset