Literature DB >> 31897624

Artificial Intelligence in Plastic Surgery: Applications and Challenges.

Xuebing Liang1, Xiaoning Yang1, Shan Yin2, Sunitha Malay3, Kevin C Chung3, Jiguang Ma1, Keming Wang4.   

Abstract

New developments in artificial intelligence (AI) offer opportunities to enhance plastic surgery practice, research, and education. In this article, we review relevant AI tools and applications, including machine learning, reinforcement learning, and natural language processing. Our own Markov decision process for keloid treatment illustrates how these models are developed and can be used to enhance decision-making in clinical practice. Finally, we discuss challenges of implementing AI and knowledge gaps that must be addressed to successfully apply AI in plastic surgery. Level of Evidence V This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .

Entities:  

Keywords:  Artificial intelligence; Decision-making; Plastic surgery

Mesh:

Year:  2020        PMID: 31897624     DOI: 10.1007/s00266-019-01592-2

Source DB:  PubMed          Journal:  Aesthetic Plast Surg        ISSN: 0364-216X            Impact factor:   2.708


  4 in total

1.  A Machine Learning Approach to Identify Previously Unconsidered Causes for Complications in Aesthetic Breast Augmentation.

Authors:  Paolo Montemurro; Marcus Lehnhardt; Björn Behr; Christoph Wallner
Journal:  Aesthetic Plast Surg       Date:  2022-07-08       Impact factor: 2.326

2.  Flap failure prediction in microvascular tissue reconstruction using machine learning algorithms.

Authors:  Yu-Cang Shi; Jie Li; Shao-Jie Li; Zhan-Peng Li; Hui-Jun Zhang; Ze-Yong Wu; Zhi-Yuan Wu
Journal:  World J Clin Cases       Date:  2022-04-26       Impact factor: 1.534

3.  Artificial Intelligence Confirming Treatment Success: The Role of Gender- and Age-Specific Scales in Performance Evaluation.

Authors:  Anastasia Georgievskaya
Journal:  Plast Reconstr Surg       Date:  2021-09-28       Impact factor: 5.169

4.  Artificial Intelligence in Plastic Surgery: Current Applications, Future Directions, and Ethical Implications.

Authors:  Tyler Jarvis; Danielle Thornburg; Alanna M Rebecca; Chad M Teven
Journal:  Plast Reconstr Surg Glob Open       Date:  2020-10-29
  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.