人工智能和大数据在胃肠道疾病中的作用
Nicholas Mathew Holt1, Michael Francis Byrne2
1Gastroenterology and Hepatology Unit, The Canberra Hospital, Yamba Drive, Garran, ACT 2605, Australia.
Gastrointestinal endoscopy clinics of North America
|February 28, 2025
概括
人工智能 (AI) 通过改善诊断和减少工作量来增强胃肠道学. 然而,人工智能实施在医疗领域也带来了不断变化的挑战.
科学领域:
- 胃肠病学 胃肠病学
- 医疗信息学 医疗信息学
- 人工智能的人工智能
背景情况:
- 人工智能 (AI) 越来越多地融入各行业,为提高质量和提高效率提供了巨大的潜力.
- 胃肠病学是一门专注于诊断程序的医学专业,它将受益于人工智能和大数据分析方面的进步.
研究的目的:
- 探索人工智能和大数据在胃肠病学中的演变作用.
- 确定人工智能在这个领域所带来的机遇和同时面临的挑战.
主要方法:
- 关于人工智能在胃肠病学中的应用现有文献的综述.
- 分析大数据对诊断技术和程序的影响.
- 讨论潜在的未来趋势和挑战.
主要成果:
- 人工智能显示出越来越大的能力来提高诊断准确度和简化胃肠病学程序.
- 大数据分析正在成为理解复杂胃肠道疾病的重要组成部分.
- 人工智能有很大的机会在临床实践中减轻人类努力的负担.
结论:
- 人工智能和大数据为胃肠病学提供了变革性的潜力,改善了患者护理和运营效率.
- 人工智能融入胃肠病学需要采取积极的方法来应对新出现的挑战.
- 持续的研究和开发对于最大限度地发挥人工智能在消化健康方面的好处至关重要.
相关概念视频
Inflammatory Bowel Disease III: Diagnostic Studies and Management I-Nutritional Therapy
293
Various diagnostic tests are employed in the diagnostic process for Inflammatory Bowel Disease (IBD), particularly to differentiate between Crohn's disease and ulcerative colitis.
Diagnostic studies
A colonoscopy is the definitive screening test, distinguishing ulcerative colitis from other colon diseases with similar symptoms. During a colonoscopy test, inflamed mucosa with exudate ulcerations can be observed, and biopsies are taken to determine the histologic characteristics of the...
Diagnostic studies
A colonoscopy is the definitive screening test, distinguishing ulcerative colitis from other colon diseases with similar symptoms. During a colonoscopy test, inflamed mucosa with exudate ulcerations can be observed, and biopsies are taken to determine the histologic characteristics of the...
293
Assessment of the Gastrointestinal System II: Health Perception Pattern
62
Assessing the gastrointestinal (GI) system is a complex process that begins with collecting subjective data. This data, collected through patient interviews, provides crucial insights into the patient's health history, perception patterns, and lifestyle habits, all contributing significantly to GI health.
Health Perception Patterns
Health perception patterns offer valuable insights into a patient's lifestyle habits and how they may impact their GI health. These patterns include:
Health Perception Patterns
Health perception patterns offer valuable insights into a patient's lifestyle habits and how they may impact their GI health. These patterns include:
62
Assessment of the Gastrointestinal System I: Subjective Data
130
Assessing the gastrointestinal (GI) system is a complex process that begins with collecting subjective data. This data, collected through patient interviews, provides crucial insights into the patient's health history, perception patterns, and lifestyle habits, all contributing significantly to GI health.
Health History
The initial step in assessing the GI system is obtaining a comprehensive health history. This includes inquiring about the patient's history or presence of problems...
Health History
The initial step in assessing the GI system is obtaining a comprehensive health history. This includes inquiring about the patient's history or presence of problems...
130
What is Monogastric Digestion?
70.4K
The human body contains a monogastric digestive system. In a monogastric digestive system, the stomach only contains one chamber in which it digests food. Several other animal species also have monogastric digestive systems, including pigs, horses, dogs, and birds. This chapter, however, focuses on the human digestive system.
70.4K
Imaging Studies III: Gastrointestinal Motility Studies and Virtual Colonoscopy
36
This lesson explores three gastrointestinal imaging techniques: radionuclide testing, colonic transit studies, and virtual colonoscopy.
Radionuclide Testing
Radionuclide testing is a sophisticated medical technique for assessing gastrointestinal motility. It focuses on gastric emptying and colonic transit time. Radioactive markers track the movement of food through the digestive system, providing insights into gastrointestinal disorders.
In gastric emptying studies, a meal's liquid and...
Radionuclide Testing
Radionuclide testing is a sophisticated medical technique for assessing gastrointestinal motility. It focuses on gastric emptying and colonic transit time. Radioactive markers track the movement of food through the digestive system, providing insights into gastrointestinal disorders.
In gastric emptying studies, a meal's liquid and...
36
Hormonal Regulation
43.1K
Hormones regulate a significant portion of digestion through activation of the neuroendocrine system. The neuroendocrine system of digestion contains many different hormones all with multiple functions that are both, directly and indirectly, involved in digestion.
43.1K


