Literature DB >> 32144448

[Artificial intelligence in cardiac surgery].

M Cypko1, M Y Emmert1,2, V Falk1,2,3,4, A Meyer5,6.   

Abstract

Less than 10 years ago a breakthrough was made in the world of computer science and artificial intelligence (AI) with the application of deep neural networks, which initially found little attention in medicine. In 2017 the first high-ranking publications on the medical application of AI were published. The potential of AI became known to many both in clinical medicine as well as in clinical and biomedical research. At the end of 2019 a phase of upheaval is occurring: first concepts for regulatory procedures have appeared, a large number of start-ups but also established companies are endeavoring to introduce AI-based medical devices into the market. This article discusses the basic principles for understanding AI-based medical devices as well as an overview of current AI-based solutions specific to cardiac surgery.

Keywords:  Cardiovascular medicine; Machine learning; Medical products; Neural networks; Translation

Year:  2020        PMID: 32144448     DOI: 10.1007/s00104-020-01132-8

Source DB:  PubMed          Journal:  Chirurg        ISSN: 0009-4722            Impact factor:   0.955


  8 in total

Review 1.  Artificial intelligence in medicine.

Authors:  A N Ramesh; C Kambhampati; J R T Monson; P J Drew
Journal:  Ann R Coll Surg Engl       Date:  2004-09       Impact factor: 1.891

2.  The 3mensio Valves™ multimodality workstation.

Authors:  Jan de Vaan; Luc Verstraeten; Peter de Jaegere; Carl Schultz
Journal:  EuroIntervention       Date:  2012-04       Impact factor: 6.534

3.  OR.NET: multi-perspective qualitative evaluation of an integrated operating room based on IEEE 11073 SDC.

Authors:  M Rockstroh; S Franke; M Hofer; A Will; M Kasparick; B Andersen; T Neumuth
Journal:  Int J Comput Assist Radiol Surg       Date:  2017-05-08       Impact factor: 2.924

4.  Assessment of a novel software tool in the selection of aortic valve prosthesis size for transcatheter aortic valve replacement.

Authors:  Paul T Vaitkus; Dee Dee Wang; Adam Greenbaum; Mayra Guerrero; William O'Neill
Journal:  J Invasive Cardiol       Date:  2014-07       Impact factor: 2.022

Review 5.  TAVI with current CE-marked devices: strategies for optimal sizing and valve delivery.

Authors:  Lennart van Gils; Didier Tchetche; Azeem Latib; Carmelo Sgroi; Ganesh Manoharan; Helge Möllmann; Nicolas M Van Mieghem
Journal:  EuroIntervention       Date:  2016-09-18       Impact factor: 6.534

6.  A comparison between QLAB and TomTec full volume reconstruction for real time three-dimensional echocardiographic quantification of left ventricular volumes.

Authors:  Osama I I Soliman; Boudewijn J Krenning; Marcel L Geleijnse; Attila Nemes; Robert-Jan van Geuns; Timo Baks; Ashraf M Anwar; Tjebbe W Galema; Wim B Vletter; Folkert J ten Cate
Journal:  Echocardiography       Date:  2007-10       Impact factor: 1.724

7.  Machine-learning Algorithm to Predict Hypotension Based on High-fidelity Arterial Pressure Waveform Analysis.

Authors:  Feras Hatib; Zhongping Jian; Sai Buddi; Christine Lee; Jos Settels; Karen Sibert; Joseph Rinehart; Maxime Cannesson
Journal:  Anesthesiology       Date:  2018-10       Impact factor: 7.892

8.  Novel Bloodless Potassium Determination Using a Signal-Processed Single-Lead ECG.

Authors:  Zachi I Attia; Christopher V DeSimone; John J Dillon; Yehu Sapir; Virend K Somers; Jennifer L Dugan; Charles J Bruce; Michael J Ackerman; Samuel J Asirvatham; Bryan L Striemer; Jan Bukartyk; Christopher G Scott; Kevin E Bennet; Dorothy J Ladewig; Emily J Gilles; Dan Sadot; Amir B Geva; Paul A Friedman
Journal:  J Am Heart Assoc       Date:  2016-01-25       Impact factor: 5.501

  8 in total
  1 in total

1.  Perspective of Information Technology Decision Makers on Factors Influencing Adoption and Implementation of Artificial Intelligence Technologies in 40 German Hospitals: Descriptive Analysis.

Authors:  Lina Weinert; Julia Müller; Laura Svensson; Oliver Heinze
Journal:  JMIR Med Inform       Date:  2022-06-15
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.