人工智能时代的胃肠病学:技术和临床实践的桥梁技术
Yagna Mehta1, Saumya Mehta2, Vishwa Bhayani3
1Department of Chemical Engineering, Nirma University, Ahemdabad 382481, Gujarat, India.
World journal of gastroenterology
|September 30, 2025
概括
人工智能 (AI) 和深度学习 (DL) 正在通过提高药物发现,临床内镜和患者监测来改变胃肠病学和肝病学. 解决数据不一致性和道德问题对于安全地将AI整合到医疗保健中至关重要.
科学领域:
- 胃肠病学和肝病学
- 人工智能的人工智能
- 深度学习 (Deep Learning) 是一种深度学习.
- 无线电学 (Radiomics) 是一种辐射学.
背景情况:
- 人工智能 (AI),深度学习 (DL) 和放射学正在彻底改变胃肠病学和肝病学.
- 先进的计算模型正在改变临床实践和生物医学研究.
研究的目的:
- 审查人工智能在胃肠病学和肝病学中的广泛应用.
- 探索AI在药物发现,临床内镜和患者监测中的作用.
- 确定挑战,并为人工智能集成提出解决方案.
主要方法:
- 关于人工智能在胃肠病学和肝病学中的应用的文献评论.
- 分析AI对药物发现,临床内镜和远程患者监测的影响.
- 检查包括数据不一致,伦理问题和隐私在内的挑战.
主要成果:
- 人工智能通过计算化学和机器学习加速药物发现.
- 深度学习通过实时图像解释来增强临床内镜.
- 人工智能驱动的预测分析和远程监控支持个性化医疗.
结论:
- 人工智能在胃肠病学和肝病学方面提供了巨大的潜力,从药物开发到患者护理.
- 标准化的协议,强大的数据库和监管监督对于安全和道德的人工智能集成至关重要.
- 克服与数据,伦理和隐私相关的挑战是实现AI在临床工作流程中充分发挥潜力的关键.
更多相关视频
相关概念视频
Issues And Trends In Healthcare Delivery System
6.1K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
6.1K
Gastroesophageal Reflux Disease II: Clinical Features and Management
698
Gastroesophageal reflux disease, or GERD, is a persistent medical condition that affects many individuals worldwide. Its clinical manifestations can vary greatly, making diagnosis and management challenging for healthcare professionals. The following is a comprehensive overview of the clinical manifestations, assessment, and management strategies for GERD.
Clinical Manifestations
GERD presents itself in a multitude of ways, with symptoms varying from person to person. The hallmark symptoms are...
Clinical Manifestations
GERD presents itself in a multitude of ways, with symptoms varying from person to person. The hallmark symptoms are...
698
Imaging Studies III: Gastrointestinal Motility Studies and Virtual Colonoscopy
377
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...
377
Current Trends in Nursing II
3.3K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
3.3K
Inflammatory Bowel Disease V: Surgical Management
451
Surgical interventions for inflammatory bowel disease (IBD), which includes ulcerative colitis and Crohn's disease, are essential in managing symptoms and addressing complications. The selection of surgical procedures is contingent upon the specific conditions and complications that stem from these illnesses.
Here are some common surgical interventions for IBD:
Here are some common surgical interventions for IBD:
451
Chronic Pancreatitis II: Collaborative Care
313
The management of chronic pancreatitis is multifaceted, involving a comprehensive approach that includes thorough assessment, diagnostic testing, and a variety of management strategies.
Assessment:
Assessment:
313


