Sustainable Manufacturing

Sustainable Manufacturing

Machine Learning Algorithm to Guide Cardiac Resynchronization Therapy Personalization

Biotechnology, Manufacturing

­This patient risk-assessment machine learning algorithm predicts patient response to cardiac resynchronization therapy (CRT) intervention enabling more informed selection criteria and improved rates of therapy success. Approximately 90,000 patients receive cardiac resynchronization therapy per year, with only 50% of that population benefitting. This directly results from the uncertainties surrounding which patients will actually benefit from the procedure. Providing insights into…
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