Artificial intelligence in surgery

被引:22
|
作者
Varghese, Chris [1 ]
Harrison, Ewen M. [2 ]
O'Grady, Greg [1 ,3 ]
Topol, Eric J. [4 ]
机构
[1] Univ Auckland, Dept Surg, Auckland, New Zealand
[2] Univ Edinburgh, Usher Inst, Ctr Med Informat, Edinburgh, Scotland
[3] Univ Auckland, Auckland Bioengn Inst, Auckland, New Zealand
[4] Scripps Res Translat Inst, La Jolla, CA 92037 USA
基金
美国国家卫生研究院;
关键词
QUALITY-OF-LIFE; GENERALIZED ANXIETY DISORDER; LUNG-CANCER PATIENTS; PSYCHOLOGICAL DISTRESS; PLUS CHEMOTHERAPY; RISK-FACTORS; DEPRESSION; STRESS; PEMBROLIZUMAB; PREVALENCE;
D O I
10.1038/s41591-024-02970-3
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Artificial intelligence (AI) is rapidly emerging in healthcare, yet applications in surgery remain relatively nascent. Here we review the integration of AI in the field of surgery, centering our discussion on multifaceted improvements in surgical care in the preoperative, intraoperative and postoperative space. The emergence of foundation model architectures, wearable technologies and improving surgical data infrastructures is enabling rapid advances in AI interventions and utility. We discuss how maturing AI methods hold the potential to improve patient outcomes, facilitate surgical education and optimize surgical care. We review the current applications of deep learning approaches and outline a vision for future advances through multimodal foundation models. This Review outlines the state of the art of artificial intelligence in the preoperative, intraoperative and postoperative settings, where it has enormous potential to improve patient outcomes, surgical education and system efficiencies.
引用
收藏
页码:1257 / 1268
页数:25
相关论文
共 50 条
  • [1] Artificial intelligence and surgery
    Takeuchi, Masashi
    Kitagawa, Yuko
    ANNALS OF GASTROENTEROLOGICAL SURGERY, 2024, 8 (01): : 4 - 5
  • [2] Artificial intelligence in surgery
    Varghese, Chris
    Harrison, Ewen M.
    O'Grady, Greg
    Topol, Eric J.
    NATURE MEDICINE, 2024, 30 (05) : 1257 - 1268
  • [3] Artificial Intelligence in Spine Surgery
    Scheer, Justin K.
    Ames, Christopher P.
    NEUROSURGERY CLINICS OF NORTH AMERICA, 2024, 35 (02) : 253 - 262
  • [4] Artificial intelligence in pediatric surgery
    Tsai, Anthony Y.
    Carter, Stewart R.
    Greene, Alicia C.
    SEMINARS IN PEDIATRIC SURGERY, 2024, 33 (01)
  • [5] Artificial intelligence in spine surgery
    Ahmed Benzakour
    Pavlos Altsitzioglou
    Jean Michel Lemée
    Alaaeldin Ahmad
    Andreas F. Mavrogenis
    Thami Benzakour
    International Orthopaedics, 2023, 47 : 457 - 465
  • [6] Artificial intelligence in spine surgery
    Benzakour, Ahmed
    Altsitzioglou, Pavlos
    Lemee, Jean Michel
    Ahmad, Alaaeldin
    Mavrogenis, Andreas F.
    Benzakour, Thami
    INTERNATIONAL ORTHOPAEDICS, 2023, 47 (02) : 457 - 465
  • [7] Generative artificial intelligence in surgery
    Rodler, Severin
    Ganjavi, Conner
    De Backer, Pieter
    Magoulianitis, Vasileios
    Ramacciotti, Lorenzo Storino
    Abreu, Andre Luis De Castro
    Gill, Inderbir S.
    Cacciamani, Giovanni E.
    SURGERY, 2024, 175 (06) : 1496 - 1502
  • [8] What is Artificial Intelligence Surgery?
    Gumbs, Andrew A.
    Perretta, Silvana
    d'Allemagne, Bernard
    Chouillard, Elie
    ARTIFICIAL INTELLIGENCE SURGERY, 2021, 1 (01): : 1 - 10
  • [9] Application of artificial intelligence in surgery
    Zhou, Xiao-Yun
    Guo, Yao
    Shen, Mali
    Yang, Guang-Zhong
    FRONTIERS OF MEDICINE, 2020, 14 (04) : 417 - 430
  • [10] Artificial intelligence and ophthalmic surgery
    Mishra, Kapil
    Leng, Theodore
    CURRENT OPINION IN OPHTHALMOLOGY, 2021, 32 (05) : 425 - 430