Applications of artificial intelligence in facial plastic and reconstructive surgery: a systematic review

被引:2
|
作者
Souza, Spenser [1 ]
Bhethanabotla, Rohith M. [1 ]
Mohan, Suresh [2 ]
机构
[1] Univ Calif San Francisco, Dept Otolaryngol Head & Neck Surg, San Francisco, CA USA
[2] Yale Sch Med, Div Otolaryngol, New Haven, CT USA
关键词
artificial intelligence; computer vision; deep learning; facial plastic surgery; machine learning; SCALES;
D O I
10.1097/MOO.0000000000000975
中图分类号
R76 [耳鼻咽喉科学];
学科分类号
100213 ;
摘要
Purpose of reviewArguably one of the most disruptive innovations in medicine of the past decade, artificial intelligence is dramatically changing how healthcare is practiced today. A systematic review of the most recent artificial intelligence advances in facial plastic surgery is presented for surgeons to stay abreast of the latest in our field.Recent findingsArtificial intelligence applications developed for use in perioperative patient evaluation and management, education, and research in facial plastic surgery are highlighted. Selected themes include automated facial analysis with landmark detection, automated facial palsy grading and emotional assessment, generation of artificial facial profiles for testing and model training, automated postoperative patient communications, and improving ethnicity-sensitive facial morphometry norms. Inherent bias can exist in artificial intelligence models, and care must be taken to utilize algorithms trained with diverse datasets.SummaryArtificial intelligence tools are helping clinicians provide more standardized, objective, and efficient care to their patients. Increasing surgeon awareness of available tools, and their widespread implementation into clinical workflows are the next frontier. Ethical considerations must also shape the adoption of any artificial intelligence functionality. As artificial intelligence applications become a fixture in medicine, surgeons must employ them effectively to stay at the vanguard of modern medicine.
引用
收藏
页码:222 / 233
页数:12
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