A Gratifying Step forward for the Application of Artificial Intelligence in the Field of Endoscopy: A Narrative Review

被引:0
|
作者
Xu, Yixin [1 ]
Tan, Yulin [1 ]
Wang, Yibo [1 ]
Gao, Jie [2 ]
Wu, Dapeng [3 ]
Xu, Xuezhong [1 ]
机构
[1] Xuzhou Med Univ, Wujin Clin Coll, Changzhou Wujin Peoples Hosp, Dept Gen Surg,Jiangsu Univ, Changzhou, Peoples R China
[2] Kunshan Tradit Chinese Med Hosp, Dept Gen Surg, Kunshan, Peoples R China
[3] Jiangsu Prov Hosp Tradit Chinese Med, Dept Endoscopy, Nanjing, Jiangsu, Peoples R China
关键词
artificial intelligence; gastrointestinal diseases; endoscopy; detection; diagnosis; PYLORI ERADICATION THERAPY; SMALL COLORECTAL POLYPS; EARLY GASTRIC-CANCER; REAL-TIME DETECTION; BARRETTS-ESOPHAGUS; CAPSULE ENDOSCOPY; CLASSIFICATION-SYSTEM; PIVI PRESERVATION; AMERICAN SOCIETY; DIAGNOSIS;
D O I
暂无
中图分类号
R61 [外科手术学];
学科分类号
摘要
Background: Endoscopy is the optimal choice of diagnosis of gastrointestinal (GI) diseases. Following the advancements made in medical technology, different kinds of novel endoscopy-methods have emerged. Although the significant progress in the penetration of endoscopic tools that have markedly improved the diagnostic rate of GI diseases, there are still some limitations, including instability of human diagnostic performance caused by intensive labor burden and high missed diagnosis rate of subtle lesions. Recently, artificial intelligence (AI) has been applied gradually to assist endoscopists in addressing these issues. Methods and Results: In this study, we provide an overview of the application of the AI technology in the field of endoscopy, as well as its current limitations and prospects. The result suggested that AI had a significantly higher diagnostic accuracy compared with human endoscopists in the diagnosis of GI diseases. With the help of AI technology, the diagnostic performances of nonexpert endoscopists had been improved considerably. Conclusion: AI technology still has several limitations, and there are still plenty of opportunities for improvement.
引用
收藏
页码:254 / 263
页数:10
相关论文
共 50 条
  • [41] The Application of Artificial Intelligence in the Field of Rehabilitation
    Chang, Min Cheol
    Kim, Jeoung Kun
    Park, Donghwi
    AMERICAN JOURNAL OF PHYSICAL MEDICINE & REHABILITATION, 2023, 102 (04) : E58 - E59
  • [42] Application of Artificial Intelligence in the Headache Field
    Ihara, Keiko
    Dumkrieger, Gina
    Zhang, Pengfei
    Takizawa, Tsubasa
    Schwedt, Todd J.
    Chiang, Chia-Chun
    CURRENT PAIN AND HEADACHE REPORTS, 2024, 28 (10) : 1049 - 1057
  • [43] Leveraging artificial intelligence in vaccine development: A narrative review
    Olawade, David B.
    Teke, Jennifer
    Fapohunda, Oluwaseun
    Weerasinghe, Kusal
    Usman, Sunday O.
    Ige, Abimbola O.
    David-Olawade, Aanuoluwapo Clement
    JOURNAL OF MICROBIOLOGICAL METHODS, 2024, 224
  • [44] The Impact of Artificial Intelligence on Dental Implantology: A Narrative Review
    Altalhi, Abdulaziz M.
    Alharbi, Faisal S.
    Alhodaithy, Mazen A.
    Almarshedy, Bandary S.
    Al-saaib, Majida Y.
    Al Jfshar, Raneem M.
    Aljohani, Abdulrahman S.
    Alshareef, Adeeb H.
    Muhayya, Mona
    AL-harbi, H.
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2023, 15 (10)
  • [45] Artificial Intelligence in Adult and Pediatric Dentistry: A Narrative Review
    Naeimi, Seyed Mohammadrasoul
    Darvish, Shayan
    Salman, Bahareh Nazemi
    Luchian, Ionut
    BIOENGINEERING-BASEL, 2024, 11 (05):
  • [46] Artificial Intelligence Applied to Pancreatic Imaging: A Narrative Review
    Laino, Maria Elena
    Ammirabile, Angela
    Lofino, Ludovica
    Mannelli, Lorenzo
    Fiz, Francesco
    Francone, Marco
    Chiti, Arturo
    Saba, Luca
    Orlandi, Matteo Agostino
    Savevski, Victor
    HEALTHCARE, 2022, 10 (08)
  • [47] Fairness Perceptions of Artificial Intelligence: A Review and Path Forward
    Narayanan, Devesh
    Nagpal, Mahak
    McGuire, Jack
    Schweitzer, Shane
    De Cremer, David
    INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 2024, 40 (01) : 4 - 23
  • [48] Use of artificial intelligence in breast surgery: a narrative review
    Seth, Ishith
    Lim, Bryan
    Joseph, Konrad
    Gracias, Dylan
    Xie, Yi
    Ross, Richard J.
    Rozen, Warren M.
    GLAND SURGERY, 2024, 13 (03) : 395 - 411
  • [49] The impact of artificial intelligence on radiography as a profession: A narrative review
    Al-Naser, Yousif Ahmed
    JOURNAL OF MEDICAL IMAGING AND RADIATION SCIENCES, 2023, 54 (01) : 162 - 166
  • [50] Artificial intelligence innovations in neurosurgical oncology: a narrative review
    Baker, Clayton R.
    Pease, Matthew
    Sexton, Daniel P.
    Abumoussa, Andrew
    Chambless, Lola B.
    JOURNAL OF NEURO-ONCOLOGY, 2024, 169 (03) : 489 - 496