Application of machine learning in perioperative and postoperative analgesia

At present, we have entered the fourth industrial revolution. Data and information intelligence endow modern medicine with new mission and ability. Similarly, artificial intelligence, led by machine learning, is bringing new strength and changes to our perioperative medicine. Therefore, we mainly discuss the application of machine learning in perioperative medicine and the role of postoperative analgesia.

First of all, it is necessary to build a multi-center perioperative database of important related diseases, which is convenient to promote medical data data and information intelligence. Then, around the multi-modal data information of patients during perioperative period, the patients were comprehensively quantified and accurately evaluated, and the patients' vital signs during operation were monitored and regulated statically and dynamically. At the same time, the patients were individually and accurately managed for postoperative analgesia and early rehabilitation. Finally, we can verify various algorithms and study specific mechanisms by collecting patients' multimodal data, and form standardized and standardized intelligent diagnosis and treatment technical solutions and medical products.

The expected results of the application of machine learning in perioperative medicine: 1. Establish a standardized and standardized database center for perioperative related diseases; 2. Form standardized and standardized intelligent medical products, and the medical digital economy will provide new kinetic energy for sustained economic recovery; 3. Provide intelligent services for the perioperative population, improve the efficiency and effect of diagnosis and treatment.