Artificial intelligence in digestive endoscopy: recent advances

被引:4
|
作者
Rey, Jean-Francois [1 ,2 ]
机构
[1] Arnault Tzanck Inst, 116 rue commandant Cahuzac, St Laurent Du Var, France
[2] Arnault Tzanck Inst, 116 rue commandant Cahuzac, F-06700 St Laurent Du Var, France
关键词
artificial intelligence; digestive endoscopy; video capsule endoscopy;
D O I
10.1097/MOG.0000000000000957
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Purpose of reviewWith the incessant advances in information technology and its implications in all domains of our life, artificial intelligence (AI) started to emerge as a need for better machine performance. How it can help endoscopists and what are the areas of interest in improving both diagnostic and therapeutic endoscopy in each part of the gastrointestinal (GI) tract. What are the recent benefits and clinical usefulness of this new technology in daily endoscopic practice.Recent FindingsThe two main AI systems categories are computer-assisted detection 'CADe' for lesion detection and computer-assisted diagnosis 'CADx' for optical biopsy and lesion characterization. Multiple softwares are now implemented in endoscopy practice. Other AI systems offer therapeutic assistance such as lesion delineation for complete endoscopic resection or prediction of possible lymphanode after endoscopic treatment. Quality assurance is the coming step with complete monitoring of high-quality colonoscopy. In all cases it is a computer-aid endoscopy as the overall result rely on the physician. Video capsule endoscopy is the unique example were the computer conduct the device, store multiple images, and perform accurate diagnosis.AI is a breakthrough in digestive endoscopy. Screening gastric and colonic cancer detection should be improved especially outside of expert's centers. Prospective and multicenter trials are mandatory before introducing new software in clinical practice.
引用
收藏
页码:397 / 402
页数:6
相关论文
共 50 条
  • [41] Artificial intelligence in fetal echocardiography: Recent advances and future prospects
    Ma, Mingming
    Sun, Li-Hua
    Chen, Ran
    Zhu, Jiang
    Zhao, Bowen
    IJC HEART & VASCULATURE, 2024, 53
  • [42] Artificial intelligence in drug discovery: recent advances and future perspectives
    Jimenez-Luna, Jose
    Grisoni, Francesca
    Weskamp, Nils
    Schneider, Gisbert
    EXPERT OPINION ON DRUG DISCOVERY, 2021, 16 (09) : 949 - 959
  • [43] Artificial intelligence for aging and longevity research: Recent advances and perspectives
    Zhavoronkov, Alex
    Mamoshina, Polina
    Vanhaelen, Quentin
    Scheibye-Knudsen, Morten
    Moskalev, Alexey
    Aliper, Alex
    AGEING RESEARCH REVIEWS, 2019, 49 : 49 - 66
  • [44] Artificial Intelligence in Landscape Ecology: Recent Advances, Perspectives, and Opportunities
    Amy E. Frazier
    Lei Song
    Current Landscape Ecology Reports, 10 (1)
  • [45] Recent Advances in the Artificial Intelligence–Assisted Detection of Esophageal Neoplasia
    Amrit K. Kamboj
    Siddharth Agarwal
    Prasad G. Iyer
    Current Treatment Options in Gastroenterology, 2021, 19 (3) : 459 - 472
  • [46] Recent Advances in Artificial Intelligence & Machine Learning: A Practical Approach
    Yadav, Vikash
    Recent Advances in Computer Science and Communications, 2024, 17 (03)
  • [47] Recent Advances in Artificial Intelligence and Wearable Sensors in Healthcare Delivery
    Junaid, Sahalu Balarabe
    Imam, Abdullahi Abubakar
    Abdulkarim, Muhammad
    Surakat, Yusuf Alhaji
    Balogun, Abdullateef Oluwagbemiga
    Kumar, Ganesh
    Shuaibu, Aliyu Nuhu
    Garba, Aliyu
    Sahalu, Yusra
    Mohammed, Abdullahi
    Mohammed, Tanko Yahaya
    Abdulkadir, Bashir Abubakar
    Abba, Abdallah Alkali
    Kakumi, Nana Aliyu Iliyasu
    Hashim, Ahmad Sobri
    APPLIED SCIENCES-BASEL, 2022, 12 (20):
  • [48] Recent Advances of Artificial Intelligence in Manufacturing Industrial Sectors: A Review
    Sung Wook Kim
    Jun Ho Kong
    Sang Won Lee
    Seungchul Lee
    International Journal of Precision Engineering and Manufacturing, 2022, 23 : 111 - 129
  • [49] Recent Advances in Artificial Intelligence-Assisted Ultrasound Scanning
    Tenajas, Rebeca
    Miraut, David
    Illana, Carlos I.
    Alonso-Gonzalez, Rodrigo
    Arias-Valcayo, Fernando
    Herraiz, Joaquin L.
    APPLIED SCIENCES-BASEL, 2023, 13 (06):
  • [50] Artificial intelligence in pancreaticobiliary endoscopy
    Akshintala, Venkata S.
    Khashab, Mouen A.
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2021, 36 (01) : 25 - 30