Estimating time-to-total knee replacement surgery using deep learning

When do I need my knee replaced? is a common question of patients with progressed osteoarthritis conditions. However, answering that question is not trivial, especially for cases that do not result in an immediate surgery. To help doctors addressing this question we employed neural networks to recommend an estimated subject-specific date for the total knee replacement (TKR).