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3rd Edition of

Singapore Nursing Research Conference

March 16-18, 2023 | Singapore

Nursing 2021

Application of machine learning in perioperative and postoperative analgesia

Speaker at Singapore Nursing Research Conference 2021 - Chengmao Zhou
Southeast University, China
Title : 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.


Chengmao Zhou is a doctor of southeast university medical school. He is also the leader and chief researcher of Big Data and Artificial Intelligence in the Department of Anesthesiology, Pain and Perioperative Medicine of the First Affiliated Hospital of Zhengzhou University. Main research interests: machine learning related anesthesia and perioperative application research and mechanism research. He has published more than 21 research articles in SCI(E) journals. He is also a reviewer of 15 SCI journals in the fields of anesthesiology, oncology and pharmacology. In addition, he has been supported by many provincial and municipal projects.