Development of the use of artificial intelligence in the management of chronic inflammatory bowel disease

被引:0
|
作者
Augustin, Jeremy [1 ,2 ]
McLellan, Paul Thomas [3 ]
Calderaro, Julien [1 ,2 ]
机构
[1] Hop Univ Henri Mondor, Assistance publ Hop Paris, Dept pathol, Creteil, France
[2] Univ Paris Est Creteil, Fac Med, Inserm U955 Team 18, Creteil, France
[3] Sorbonne Univ, Hop St Antoine, Assistance publ Hop Paris, Dept gastroenterol, Paris, France
关键词
ULCERATIVE-COLITIS; CLINICAL RECURRENCE; ENDOSCOPIC INDEX; CROHNS-DISEASE; VALIDATION; SEVERITY; IMAGES; RISK; TIME;
D O I
10.1016/j.annpat.2023.02.009
中图分类号
R36 [病理学];
学科分类号
100104 ;
摘要
Complexity of inflammatory bowel diseases (IBD) lies on their management and their biology. Clinics, blood and fecal samples tests, endoscopy and histology are the main tools guiding IBD treatment, but they generate a large amount of data, difficult to analyze by clini-cians. Because of its capacity to analyze large number of data, artificial intelligence is currently generating enthusiasm in medicine, and this technology could be used to improve IBD manage-ment. In this review, after a short summary on IBD management and artificial intelligence, we will report pragmatic examples of artificial intelligence utilisation in IBD. Lastly, we will discuss the limitations of this technology. & COPY; 2023 Elsevier Masson SAS. All rights reserved.
引用
收藏
页码:213 / 221
页数:9
相关论文
共 50 条
  • [1] Emerging use of artificial intelligence in inflammatory bowel disease
    Kohli, Arushi
    Holzwanger, Erik A.
    Levy, Alexander N.
    [J]. WORLD JOURNAL OF GASTROENTEROLOGY, 2020, 26 (44) : 6923 - 6928
  • [2] Emerging use of artificial intelligence in inflammatory bowel disease
    Arushi Kohli
    Erik A Holzwanger
    Alexander N Levy
    [J]. World Journal of Gastroenterology, 2020, (44) : 6923 - 6928
  • [3] Clinician perspectives on the use of artificial intelligence in inflammatory bowel disease
    Nigam, Gaurav B.
    Patel, Rajan N.
    Bressler, Brian
    Hayee, Bu'
    Iacucci, Marietta
    Farraye, Francis A.
    Limdi, Jimmy K.
    [J]. GASTROINTESTINAL ENDOSCOPY, 2021, 94 (03) : 662 - 663
  • [4] Clinician perspectives on the use of artificial intelligence in inflammatory bowel disease Response
    Kochhar, Gursimran S.
    Carleton, Neil M.
    Thakkar, Shyam
    [J]. GASTROINTESTINAL ENDOSCOPY, 2021, 94 (03) : 663 - 663
  • [5] Artificial intelligence for endoscopy in inflammatory bowel disease
    Takenaka, Kento
    Kawamoto, Ami
    Okamoto, Ryuichi
    Watanabe, Mamoru
    Ohtsuka, Kazuo
    [J]. INTESTINAL RESEARCH, 2022, 20 (02) : 165 - 170
  • [6] Artificial Intelligence in Inflammatory Bowel Disease Endoscopy: Advanced Development and New Horizons
    Chang, Yu
    Wang, Zhi
    Sun, Hai-Bo
    Li, Yu-Qin
    Tang, Tong-Yu
    [J]. GASTROENTEROLOGY RESEARCH AND PRACTICE, 2023, 2023
  • [7] An application of artificial intelligence in Inflammatory Bowel Disease detection
    Rasmagina, I.
    Bakulin, I.
    Mariya, S.
    [J]. JOURNAL OF CROHNS & COLITIS, 2021, 15 : S274 - S274
  • [8] Artificial Intelligence Enhances Studies on Inflammatory Bowel Disease
    Chen, Guihua
    Shen, Jun
    [J]. FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2021, 9
  • [9] Artificial intelligence and inflammatory bowel disease: practicalities and future prospects
    Brooks-Warburton, Johanne
    Ashton, James
    Dhar, Anjan
    Tham, Tony
    Allen, Patrick B.
    Hoque, Sami
    Lovat, Laurence B.
    Sebastian, Shaji
    [J]. FRONTLINE GASTROENTEROLOGY, 2022, 13 (04) : 325 - 331
  • [10] Artificial intelligence and inflammatory bowel disease: Where are we going?
    Da Rio, Leonardo
    Spadaccini, Marco
    Parigi, Tommaso Lorenzo
    Gabbiadini, Roberto
    Dal Buono, Arianna
    Busacca, Anita
    Maselli, Roberta
    Fugazza, Alessandro
    Colombo, Matteo
    Carrara, Silvia
    Franchellucci, Gianluca
    Alfarone, Ludovico
    Facciorusso, Antonio
    Hassan, Cesare
    Repici, Alessandro
    Armuzzi, Alessandro
    [J]. WORLD JOURNAL OF GASTROENTEROLOGY, 2023, 29 (03) : 508 - 520