Artificial intelligence in vascular surgery and vascular medicine

被引:2
作者
Wolk, S. [1 ]
Kleemann, M. [2 ]
Reeps, C. [1 ]
机构
[1] Tech Univ Dresden, Gefass & Endovaskulare Chirurg, Klin & Poliklin Visceral Thorax & Gefasschirurg, Univ Klinikum Carl Gustav Carus Dresden, Fetscherstr 74, D-01307 Dresden, Germany
[2] Univ Klinikum Schleswig Holstein, Gefass & Endovaskulare Chirurg, Klin Chirurg, Campus Lubeck, Lubeck, Germany
来源
CHIRURG | 2020年 / 91卷 / 03期
关键词
Digital transformation; Navigation in vascular surgery; Machine learning; Virtual reality; Digital health; ENDOVASCULAR ANEURYSM REPAIR; SIMULATION; PREDICTION; EVAR; NAVIGATION; MORTALITY; SYSTEMS; VESSEL;
D O I
10.1007/s00104-020-01143-5
中图分类号
R61 [外科手术学];
学科分类号
摘要
New digital technologies will also gain in importance in vascular surgery. There is a wide field of potential applications. Simulation-based training of endovascular procedures can lead to improvement in procedure-specific parameters and reduce fluoroscopy and procedural times. The use of intraoperative image-guided navigation and robotics also enables a reduction of the radiation dose. Artificial intelligence can be used for risk stratification and individualization of treatment approaches. Health apps can be used to improve the follow-up care of patients.
引用
收藏
页码:195 / 200
页数:6
相关论文
共 30 条
[1]   APPLICATION OF ARTIFICIAL NEURAL NETWORKS TO CLINICAL MEDICINE [J].
BAXT, WG .
LANCET, 1995, 346 (8983) :1135-1138
[2]   2017 Roadmap for Innovation-ACC Health Policy Statement on Healthcare Transformation in the Era of Digital Health, Big Data, and Precision Health A Report of the American College of Cardiology Task Force on Health Policy Statements and Systems of Care [J].
Bhavnani, Sanjeev P. ;
Parakh, Kapil ;
Atreja, Ashish ;
Druz, Regina ;
Graham, Garth N. ;
Hayek, Salim S. ;
Krumholz, Harlan M. ;
Maddox, Thomas M. ;
Majmudar, Maulik D. ;
Rumsfeld, John S. ;
Shah, Bimal R. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2017, 70 (21) :2696-2718
[3]   Probabilistic noninvasive prediction of wall properties of abdominal aortic aneurysms using Bayesian regression [J].
Biehler, Jonas ;
Kehl, Sebastian ;
Gee, Michael W. ;
Schmies, Fadwa ;
Pelisek, Jaroslav ;
Maier, Andreas ;
Reeps, Christian ;
Eckstein, Hans-Henning ;
Wall, Wolfgang A. .
BIOMECHANICS AND MODELING IN MECHANOBIOLOGY, 2017, 16 (01) :45-61
[4]   Feasibility and Safety of Renal and Visceral Target Vessel Cannulation Using Robotically Steerable Catheters During Complex Endovascular Aortic Procedures [J].
Cochennec, Frederic ;
Kobeiter, Hicham ;
Gohel, Manj ;
Marzelle, Jean ;
Desgranges, Pascal ;
Allaire, Eric ;
Becquemin, Jean Pierre .
JOURNAL OF ENDOVASCULAR THERAPY, 2015, 22 (02) :187-193
[5]   Current state in tracking and robotic navigation systems for application in endovascular aortic aneurysm repair [J].
de Ruiter, Quirina M. B. ;
Moll, Frans L. ;
van Herwaarden, Joost A. .
JOURNAL OF VASCULAR SURGERY, 2015, 61 (01) :256-264
[6]   Patient-specific Rehearsal Prior to EVAR: A Pilot Study [J].
Desender, L. ;
Rancic, Z. ;
Aggarwal, R. ;
Duchateau, J. ;
Glenck, M. ;
Lachat, M. ;
Vermassen, F. ;
Van Herzeele, I. .
EUROPEAN JOURNAL OF VASCULAR AND ENDOVASCULAR SURGERY, 2013, 45 (06) :639-647
[7]  
Dickten H, 2019, GEFASSCHIRURGIE, V24, P523, DOI 10.1007/s00772-019-00572-9
[8]   The model for Fundamentals of Endovascular Surgery (FEVS) successfully defines the competent endovascular surgeon [J].
Duran, Cassidy ;
Estrada, Sean ;
O'Malley, Marcia ;
Sheahan, Malachi G. ;
Shames, Murray L. ;
Lee, Jason T. ;
Bismuth, Jean .
JOURNAL OF VASCULAR SURGERY, 2015, 62 (06) :1660-1666
[9]   In silico study of vessel and stent-graft parameters on the potential success of endovascular aneurysm repair [J].
Hemmler, Andre ;
Lutz, Brigitta ;
Reeps, Christian ;
Gee, Michael W. .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING, 2019, 35 (11)
[10]   Patient-specific in silico endovascular repair of abdominal aortic aneurysms: application and validation [J].
Hemmler, Andre ;
Lutz, Brigitta ;
Kalender, Guenay ;
Reeps, Christian ;
Gee, Michael W. .
BIOMECHANICS AND MODELING IN MECHANOBIOLOGY, 2019, 18 (04) :983-1004