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Predictive Neural Network Screening for Post-Operative Urinary Retention

Uses a Dual-Model Machine Learning Model to Predict Urinary Retention Following Spinal Surgery This stacked machine learning algorithm accurately predicts post-operative urinary retention (POUR) following lumbar spine surgery by analyzing patient medical history and surgical details. In the United States, more than 1.62 million spine surgeries occur...

Published: 7/14/2025 | Inventor(s): Ken Porche

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Category(s): Technology Classifications > Software > Healthcare IT