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Artificial Intelligence in Anesthesiology

Editat de Ming Xia, Hong Jiang
en Limba Engleză Hardback – 24 noi 2023
Considering the rapid developments in digital and information technologies, artificial intelligence has long been a hot topic in medicine. This book discusses applications of artificial intelligence in anaesthesiology, including control of anesthesia, risk prediction, ultrasound guidance, pain management, and operating room logistics. This book first defines basic concepts of AI, and give a brief overview of a few algorithms frequently used in AI and machine learning. A review of current AI and machine learning applications for the prediction of anesthesia conditions is also discussed, including those for the prediction of difficult airways before surgery, of adverse events and sedation effects during surgery, and of vomiting and pain after surgery. Even without extensive promotion and clinical application, AI is in development in anesthesiology; furthermore, it has a great deal of potential to maintain further development in the future. Lastly, ethical and safety considerations are discussed alongside AI limitations and challenges in anesthesiology.
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Specificații

ISBN-13: 9789819959242
ISBN-10: 9819959241
Pagini: 113
Ilustrații: VII, 113 p. 1 illus. in color.
Dimensiuni: 178 x 254 mm
Ediția:1st ed. 2023
Editura: Springer Nature Singapore
Colecția Springer
Locul publicării:Singapore, Singapore

Cuprins

Artificial Intelligence: An Overview.- Machine Learning and Learning Algorithms in Artificial Intelligence.- Assistance of Artificial Intelligence in Ultrasound-Based Procedures.- Artificial Intelligence in Anesthesia Control and Monitoring.- Artificial Intelligence in Airway Management.- Artificial Intelligence in Prediction for Hypotension and Hypoxemia.- Artificial Intelligence in Prediction and Management of PONV.- Artificial Intelligence and Pain Management.- Application of Artificial intelligence in Operating Room and ICU Logistics.- Clinical Decision Support System (CDSS).- Artificial Intelligence in Clinical Skill Training and Assessment.- Limitations and Ethical Implications of Artificial Intelligence.

Notă biografică

Hong Jiang is a Professor and Director at the Department of Anesthesiology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. Ming Xia is an Associate Professor at the same department with Professor Hong Jiang. 

Textul de pe ultima copertă

Considering the rapid developments in digital and information technologies, artificial intelligence has long been a hot topic in medicine. This book discusses applications of artificial intelligence in anaesthesiology, including control of anesthesia, risk prediction, ultrasound guidance, pain management, and operating room logistics. This book first defines basic concepts of AI, and give a brief overview of a few algorithms frequently used in AI and machine learning. A review of current AI and machine learning applications for the prediction of anesthesia conditions is also discussed, including those for the prediction of difficult airways before surgery, of adverse events and sedation effects during surgery, and of vomiting and pain after surgery. Even without extensive promotion and clinical application, AI is in development in anesthesiology; furthermore, it has a great deal of potential to maintain further development in the future. Lastly, ethical and safety considerations are discussed alongside AI limitations and challenges in anesthesiology.

Caracteristici

Provides anesthesiologists with a detailed introduction to clinical application of artificial intelligence Makes practical recommendations for AI technology in anesthesiology Covers challenges and problems faced through the use of artificial intelligence in anesthesiology