Artificial Intelligence as a Tool in Diagnosing Inflammatory Bowel Disease in Older Adults

被引:0
|
作者
Prada, Ana-Gabriela [1 ]
Stroie, Tudor [1 ,2 ]
Diculescu, Rucsandra-Ilinca [1 ,2 ]
Gogirla, George Cristian [2 ]
Radu, Codruta Delia [2 ]
Istratescu, Doina [1 ]
Prada, Gabriel Ioan [1 ,3 ]
Diculescu, Mihai Mircea [1 ,2 ]
机构
[1] Carol Davila Univ Med & Pharm Bucharest, Fac Med, Bucharest 050474, Romania
[2] Fundeni Clin Inst Bucharest, Inst Clin FUNDENI Bucuresti, Bucharest 077086, Romania
[3] Ana Aslan Natl Inst Gerontol & Geriatr, Inst Nat Gerontol Si Geriatrie Ana Aslan Bucuresti, Bucharest 011241, Romania
关键词
inflammatory bowel disease; older adults; diagnostic methods; artificial intelligence; MANAGEMENT;
D O I
10.3390/jcm14041360
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background/Objectives: The primary objective of our study was to find a potential use for images generated by imagistic investigations by comparing the appearance of a healthy digestive tract to that of a pathological one. Methods: We conducted a cross-sectional observational study involving 60 older adult patients admitted to and followed up at a primary center in Romania. Our focus was on different diagnostic methods and the use of artificial intelligence (AI) tools integrated into the electronic health records system. Results: Currently, imagery, laboratory values and electronic health records (EHR) can also be used to train AI models. Comparative imagery to predict the appearance of inflammatory bowel disease (IBD) can be used as a predictor model. Conclusions: Our findings indicate with certainty that training a tool in the diagnosis and prevention of relapses in older adults with IBD is promising for further integrating these models into patient care.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Artificial intelligence in endoscopy related to inflammatory bowel disease: A systematic review
    Partha Pal
    Kanapuram Pooja
    Zaheer Nabi
    Rajesh Gupta
    Manu Tandan
    Guduru Venkat Rao
    Nageshwar Reddy
    Indian Journal of Gastroenterology, 2024, 43 : 172 - 187
  • [22] Clinician perspectives on the use of artificial intelligence in inflammatory bowel disease Response
    Kochhar, Gursimran S.
    Carleton, Neil M.
    Thakkar, Shyam
    GASTROINTESTINAL ENDOSCOPY, 2021, 94 (03) : 663 - 663
  • [23] Artificial intelligence in endoscopy related to inflammatory bowel disease: A systematic review
    Pal, Partha
    Pooja, Kanapuram
    Nabi, Zaheer
    Gupta, Rajesh
    Tandan, Manu
    Rao, Guduru Venkat
    Reddy, Nageshwar
    INDIAN JOURNAL OF GASTROENTEROLOGY, 2024, 43 (01) : 172 - 187
  • [24] Artificial Intelligence in Inflammatory Bowel Disease Endoscopy: Implications for Clinical Trials
    Ahmad, Harris A.
    East, James E.
    Panaccione, Remo
    Travis, Simon
    Canavan, James B.
    Usiskin, Keith
    Byrne, Michael F.
    JOURNAL OF CROHNS & COLITIS, 2023, 17 (08): : 1342 - 1353
  • [25] Development of the use of artificial intelligence in the management of chronic inflammatory bowel disease
    Augustin, Jeremy
    McLellan, Paul Thomas
    Calderaro, Julien
    ANNALES DE PATHOLOGIE, 2023, 43 (03) : 213 - 221
  • [26] Artificial Intelligence for Disease Assessment in Inflammatory Bowel Disease: How Will it Change Our Practice?
    Stidham, Ryan W.
    Takenaka, Kento
    GASTROENTEROLOGY, 2022, 162 (05) : 1493 - 1506
  • [27] Older Adults With Inflammatory Bowel Disease Are at Increased Risk of Dysplasia Progression
    Lee, Kate E.
    Kumar, Anivarya
    Kim, Grace
    Pande, Madhura
    Emerson, Jacqueline M.
    Sumner, Maxwell D.
    Stewart, Oliver A.
    Racioppi, Alessandro
    Agyekum, Alice A.
    Delau, Olivia R.
    Shaukat, Aasma
    Axelrad, Jordan
    Hur, Chin
    Shen, Bo
    Onken, Jane E.
    Faye, Adam S.
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2024, 119 (10S): : S1005 - S1006
  • [28] The Experiences of Older Adults Living With Inflammatory Bowel Disease A Scoping Review
    Rohatinsky, Noelle
    Russell, Brooke
    Read, Kevin B.
    GASTROENTEROLOGY NURSING, 2023, 46 (04) : 296 - 308
  • [29] Herpes Zoster Vaccine in Older Adults With Inflammatory Bowel Disease Reply
    Khan, Nabeel
    Xie, Dawei
    Yang, Yu-Xiao
    CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2019, 17 (13) : 2824 - 2824
  • [30] Artificial intelligence applications in inflammatory bowel disease: Emerging technologies and future directions
    Gubatan, John
    Levitte, Steven
    Patel, Akshar
    Balabanis, Tatiana
    Wei, Mike T.
    Sinha, Sidhartha R.
    WORLD JOURNAL OF GASTROENTEROLOGY, 2021, 27 (17) : 1920 - 1935