AI Takes on Chronic Post -Surgical Pain:A Smarter ‘Personalized Approach скачать в хорошем качестве

AI Takes on Chronic Post -Surgical Pain:A Smarter ‘Personalized Approach

Every year, over 300 million people undergo surgery globally—and for 10–35% of them, pain doesn't end when the stitches heal. Instead, they face persistent post-surgical pain, a condition whose causes remain frustratingly elusive. The pain isn’t just about physical injury; it’s shaped by the intricate interplay of the nervous system, immune system, and a person’s mental and emotional response to pain. This is where machine learning (ML) offers a promising breakthrough. By analyzing patient data collected before surgery, ML algorithms can uncover subtle patterns and risk factors that predict which patients are more likely to experience long-term pain. #HealthcareAI #PostSurgicalPain #MachineLearning #PrecisionMedicine #PainManagement