05874nam a22005895i 4500 978-3-031-68574-3 DE-He213 20251030114636.0 cr nn 008mamaa 241224s2024 sz | s |||| 0|eng d 9783031685743 978-3-031-68574-3 10.1007/978-3-031-68574-3 doi RD1-811 MN bicssc MED085000 bisacsh MN thema Artificial Intelligence and the Perspective of Autonomous Surgery [electronic resource] / edited by Konrad Karcz, Zbigniew Nawrat, Andrew A. Gumbs. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XVI, 271 p. 99 illus., 87 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda PART ONE: FUNDAMENTALS OF ARTIFICIAL INTELLIGENCE SURGERY -- 1.1 -- Medical Robots and Minimally Invasive Surgery driven by Artificial Intelligence - MR&MIS AI -- 1.2. Importance of the Data in the Surgical Environment -- 1.3. The challenges of deep learning in artificial intelligence and autonomous actions in surgery -- 1.4. Towards autonomous robotic-assisted interventions — the value of proximally placed audio sensors for surface and event characterization -- 1.5. Machine learning in surgery: Big Data -- 1.6. Artificial Intelligence and the Perspective of Autonomous Surgery: 3D Printing -- 1.7. Does Size Matter in Surgical Robots? -- 1.8. Promises and Perils of Artificial Intelligence in Surgery: The Critical Pathways for Successful Healthcare Outcomes -- 1.9. The Evolution of Minimally Invasive Robotic Surgery: Addressing Limitations and Forging Ahead? -- PART TWO: CLINICAL IMPLICATIONS -- 2.1. Artificial Intelligence for Medical Image Analysis: An Opportunity for Automation -- 2.2. Radiomics in Surgery: preoperative prediction of cancer in lung and other areas -- 2.3. Application of artificial intelligence based on preoperative and intraoperative imaging to hepatobiliary surgery -- 2.4. Limitations and opportunities of telemedicine -- 2.5. Revolution of Robotics and Automation in Vascular Surgery -- 2.6. Robotics for Visceral Surgery -- 2.7. Machine Learning assisting Robots -- 2.8. Does Level 5 Autonomy Already Exist in Surgery? -- PART THREE: Artificial Influence and Hospital Environment -- 3.1. Medical Training for Machines and Software -- 3.2. Surgery 4.0 in the Operating Room -- 3.3. Medical Authonomy: a Proposal for Modifying Regulation of Surgical Devices that Utilize Artificial Intelligence. This book has two heroes - the surgeon and the robot. The education system and intelligence can create a human who is specialized in surgery. While the accurate analysis of data with machine learning, AI, can create a more autonomous robot for surgery. Currently, robots still require human input in the decision-making loop, whether or not this will always be the case is an issue that still needs to be debated, analyzed and studied, preferably by computer scientists AND surgeons. Surgeons and their patients are increasingly opting for less invasive surgeries. However, among their many advantages, there is an important issue: less invasiveness always means limited access to direct information from the operating field (3D image, local palpation sensations, all information about the "whole" patient and feedback from the accompanying team during teleoperation). To increase precision, we are increasingly using surgical robots and mechatronic instruments. The less invasive the surgery and the greater the precision of robotic micro-instruments, the greater the role of artificial intelligence methods, especially machine learning, which supports the surgeon in making decisions, planning and performing the procedure. The development of artificial intelligence and further evidence of its effectiveness in various application fields mean that the work of a doctor is changing today. In the book, we address the issue of AI surgery, asking whether this means that an AI surgeon will be created? A key question about autonomous surgical robots will come up regularly: how far can we go with their autonomy while maintaining safe and effective procedures? The book provides useful information on both early successes, failures, and expectations related to the development of new technologies in surgery. It is a guide written by various experts, intended for a wide audience: from medical development planners, through students, to doctors and decision-makers. Surgery. 72080 Artificial intelligence. 58441 Health services administration. 61649 Robotics. 59148 Automation. 59149 Surgery. 72080 Artificial Intelligence. 58441 Health Care Management. 67006 Robotics. 59148 Automation. 59149 Karcz, Konrad. editor. edt http://id.loc.gov/vocabulary/relators/edt 89478 Nawrat, Zbigniew. editor. edt http://id.loc.gov/vocabulary/relators/edt 89479 Gumbs, Andrew A. editor. edt http://id.loc.gov/vocabulary/relators/edt 89480 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031685736 Printed edition: 9783031685750 Printed edition: 9783031685767 https://doi.org/10.1007/978-3-031-68574-3 ZDB-2-SME ZDB-2-SXM 65988 65988