Yes, machine learning can significantly improve patient outcomes. By analyzing large datasets, ML algorithms can identify patterns and trends that may not be apparent to human clinicians. This can lead to earlier detection of issues such as sepsis or chronic diseases, allowing for timely and more effective treatment plans.