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Author: Ming Xia Publisher: Springer Nature ISBN: 981995925X Category : Medical Languages : en Pages : 114
Book Description
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.
Author: Ming Xia Publisher: Springer Nature ISBN: 981995925X Category : Medical Languages : en Pages : 114
Book Description
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.
Author: H. Schwilden Publisher: Springer Science & Business Media ISBN: 3642795730 Category : Medical Languages : en Pages : 282
Book Description
This book records the presentations given at a workshop held in Bonn in May 1994. The aim of the meeting was to bring together scientists from various disciplines and clinicians to discuss within a group of experts the theoretical, medical, engineering, and regulatory aspects of automated control of therapeutic interventions in. anaesthesiology. The meeting was considered a continuation of a preceding work shop on "Quantitation, Modelling and Control in Anaesthesia" [1], which was held also in Bonn 10 years ago in May 1984. That workshop dealt with problems of how to quantitate concepts like anaesthetic depth, how to model anaesthetic drug disposition, how to link phar macokinetics and pharmacodynamics, and how to use such concepts for the control of anaesthetic drug delivery. With respect to these topics the current proceedings have simultaneously both a broadened and a narrowed perspective. It is broadened in so far as the topics of the workshop did not focus exclusively on anaesthetic drugs and the control of their delivery, but did also discuss anaesthesia machine monitoring and patients therapeutic monitoring as well as control of blood pressure and artificial ventilation. The proceedings have nar rowed the perspective insofar as they do not intensively discuss the processes of quantitation and modelling but presuppose them and give more room to control, especially automated control. During the past 10 years informatics has tremendously expanded its knowledge and methods applicable to control problems.
Author: Puneet Khanna Publisher: Thieme ISBN: 9392819714 Category : Medical Languages : en Pages : 824
Book Description
A Versatile Resource of Theory and Practical Exams! Essentials of Anesthesiology is a thoroughly updated and comprehensive book which will meet the requirements of medical students preparing for theory as well as practical examinations and specially those preparing for various postgraduate entrance tests. This textbook is written by a stellar group of nationally and internationally renowned anesthesiologists who have provided invaluable clinical pearls gleaned from their years of refining practice. The real strength of this book is in its clinical focus. The book is simplified, easy to read, and oriented to the undergraduate curriculum. The flowcharts, tables, and boxes in the chapters make the concepts highly palatable. Salient Features: The concept of artificial intelligence is a unique topic covered in the book. The highlights of updated 2020 CPR guidelines are included. The book will serve as a basic review for anesthesiology postgraduates in first year. The book covers most of the frequently asked topics in MCQs of various postgraduate entrance examinations. Candidates preparing for postgraduate entrance examinations will find it an authentic reference source.
Author: Mukul Chandra Kapoor Publisher: Jaypee Brothers Medical Publishers ISBN: 9354659594 Category : Medical Languages : en Pages : 402
Book Description
1. Acute Respiratory Failure: Pathophysiology, Causes, and Diagnosis 2. Noninvasive Ventilation for Acute Respiratory Failure 3. Ventilation Strategies to Prevent Postoperative Pulmonary Infection 4. Anesthetic and Intensive Care Management for Lung Transplant 5. Pediatric Obstructive Sleep Apnea: A Comprehensive Review 6. Assessment of Functional Capacity 7. Role of Adjuncts for Regional and Neuraxial Anesthesia 8. Myocardial Injury after Non-cardiac Surgery 9. Anesthesia Management for Carotid Endarterectomy and Stenting 10. Anesthetic Implications in the Intravascular Treatment of Cerebral Aneurysms and Arteriovenous Malformations 11. Anesthetic Considerations for Functional Neurosurgery 12. Anesthetic Implications in Pediatric Spinal Neurosurgery 13. Awake Tracheal Intubation 14. Anesthesia for Tracheal Reconstruction Surgeries 15. Anesthesia for Pancreas and Islet Cell Transplantation 16. Anesthetic Implications in Gastroenterological Interventions Outside the Operating Room 17. Opioid-free Anesthesia with Friedberg's Triad 18. Environmental and Occupational Considerations of Anesthesia 19. Enhanced Surgical Recovery Programs and Cancer Outcomes 20. Perioperative Surgical Homes 21. Overview of Point-of-Care Ultrasound for the Anesthesiologist 22. Artificial Intelligence In Anesthesia 23. Technologies Likely to Impact Cardiopulmonary Resuscitation in the Near Future 24. Comprehensive Care at the End-of-Life
Author: Rick Novak Publisher: Montelago Press ISBN: 9780692942406 Category : Languages : en Pages : 280
Book Description
This is the second edition of the 2014 bestselling medical-legal novel. Dr. Nico Antone, an anesthesiologist at Stanford University, is married to Alexandra, a high-powered real estate agent obsessed with money. Their son, Johnny, an 11th-grader with immense potential, struggles to get the grades he'll need to attend an Ivy League college. After a screaming match with Alexandra, Nico moves himself and Johnny from Palo Alto, California, to his frozen childhood home of Hibbing, Minnesota. The move helps Johnny improve his grades and thus seem more attractive to universities, but Nico loves the freedom from his wife. Hibbing also happens to be the hometown of music icon Bob Dylan. Joining the hospital staff, Nico runs afoul of a psychotic nurse anesthetist who calls himself Bobby Dylan, who plays Dylan songs twice a week in a bar called Heaven's Door, and who believes he is the real Bob Dylan. As Nico and Johnny settle in at Hibbing, their lives turn around, until the soulless Alexandra dies, which accelerates the downfall of Dr. Antone, who is accused of her murder. The medical realism and subsequent courtroom realism and big university atmosphere versus small Minnesota town make this novel ring true. The author's medical expertise is central to the plot, and the author's career as a medical expert witness brings sizzling energy to the concluding courtroom scenes.
Author: Tracey Straker Publisher: ISBN: 0190850698 Category : Medical Languages : en Pages : 481
Book Description
Using illustrative clinical cases, this volume in the Problem-Based Learning series reviews key topics in Anesthesia frequently encountered in clinical practice and on examinations. It highlights practical issues that arise in the operating room and solutions for them. With real-world clinical cases and discussion questions that guide case progression, this book facilitates both individual and small-group learning. Each case is further broken down to include additional related subtopics for maximum yield. Evidence-based reviews and multiple-choice self-assessment questions follow each case, making this book ideal for continuing education in anesthesia for the generalist and specialist practitioner. Teachers and trainees in anesthesiology will take advantage of this book's features for targeted teaching, learning, and retention.
Author: Grégoire Montavon Publisher: Springer ISBN: 3642352898 Category : Computers Languages : en Pages : 753
Book Description
The twenty last years have been marked by an increase in available data and computing power. In parallel to this trend, the focus of neural network research and the practice of training neural networks has undergone a number of important changes, for example, use of deep learning machines. The second edition of the book augments the first edition with more tricks, which have resulted from 14 years of theory and experimentation by some of the world's most prominent neural network researchers. These tricks can make a substantial difference (in terms of speed, ease of implementation, and accuracy) when it comes to putting algorithms to work on real problems.
Author: Daniel A. Hashimoto Publisher: McGraw Hill Professional ISBN: 1260452743 Category : Medical Languages : en Pages : 432
Book Description
Build a solid foundation in surgical AI with this engaging, comprehensive guide for AI novices Machine learning, neural networks, and computer vision in surgical education, practice, and research will soon be de rigueur. Written for surgeons without a background in math or computer science, Artificial Intelligence in Surgery provides everything you need to evaluate new technologies and make the right decisions about bringing AI into your practice. Comprehensive and easy to understand, this first-of-its-kind resource illustrates the use of AI in surgery through real-life examples. It covers the issues most relevant to your practice, including: Neural Networks and Deep Learning Natural Language Processing Computer Vision Surgical Education and Simulation Preoperative Risk Stratification Intraoperative Video Analysis OR Black Box and Tracking of Intraoperative Events Artificial Intelligence and Robotic Surgery Natural Language Processing for Clinical Documentation Leveraging Artificial Intelligence in the EMR Ethical Implications of Artificial Intelligence in Surgery Artificial Intelligence and Health Policy Assessing Strengths and Weaknesses of Artificial Intelligence Research Finally, the appendix includes a detailed glossary of terms and important learning resources and techniques―all of which helps you interpret claims made by studies or companies using AI.
Author: Ming Xia
Author: Ming Xia
Author: H. Schwilden
Author: Ali Dabbagh
Author: Puneet Khanna
Author: Anesthetist Harrison
Author: Mukul Chandra Kapoor
Author: Rick Novak
Author: Tracey Straker
Author: Grégoire Montavon
Author: Daniel A. Hashimoto