人工智能在胃癌管理中的当前作用
Efstathia Liatsou1, Tatiana S Driva2, Chrysovalantis Vergadis3
1Department of Surgery, Sahlgrenska University Hospital, 41345 Gothenburg, Sweden.
Biomedicines
|December 30, 2025
概括
人工智能 (AI) 在彻底改变胃癌护理方面表现有前途,有助于诊断和预后. 需要进一步的大规模随机化研究来将AI算法整合到标准临床实践中.
科学领域:
- 在瘤学瘤学.
- 医疗信息学 医疗信息学
- 人工智能的人工智能
背景情况:
- 胃癌的精准医学越来越多地利用人工智能 (AI).
- 大数据分析对临床解释和应用提出了挑战.
- 人工智能工具正在迅速发展,用于胃瘤的诊断,预后和管理.
研究的目的:
- 审查人工智能应用在胃癌诊断中的当前趋势.
- 探索AI在胃瘤的组织病理学评估和临床预后.
- 展示各种深度学习协议的标准化应用.
主要方法:
- 选了PubMed和MEDLINE数据库,用于最近的胃癌人工智能研究.
- 探索不同的深度学习协议及其应用.
- 专注于涉及AI算法开发和评估的研究.
主要成果:
- 人工智能模型涵盖了胃癌的监视,分子表征和治疗管理.
- 人工智能越来越多地被整合到胃瘤评估的临床实践中.
- 目前的研究缺乏临床整合所需的大规模随机设计.
结论:
- 人工智能显示出有可能显著推进胃癌管理的潜力.
- 挑战包括数据质量,算法改进和结果解释.
- 使用大数据,在多中心试验中验证的AI算法的开发至关重要.
相关概念视频
Peptic Ulcer Disease IV: Management
397
Medical treatment strategies for peptic ulcers encompass various methods. The primary goal of treatment is to diminish gastric acidity and strengthen mucosal defense mechanisms.
The therapeutic approach involves ensuring adequate rest, implementing drug therapy, promoting smoking cessation, making dietary modifications, and emphasizing long-term follow-up care.
Pharmacological management
The prevailing therapy for peptic ulcers involves a combination of managing the patient's current...
The therapeutic approach involves ensuring adequate rest, implementing drug therapy, promoting smoking cessation, making dietary modifications, and emphasizing long-term follow-up care.
Pharmacological management
The prevailing therapy for peptic ulcers involves a combination of managing the patient's current...
397
Peptic Ulcer Disease V: Surgical Management and Nursing Care
786
Surgical management and nursing care are crucial in treating Peptic Ulcer Disease (PUD). Here is an organized and enhanced overview of the surgical interventions and the associated nursing care for PUD:
Surgical Interventions for Peptic Ulcer Disease
Surgical Interventions for Peptic Ulcer Disease
786
Gastritis III: Clinical Manifestations and Management
1.1K
The clinical manifestations of gastritis can vary depending on the cause and type of gastritis, but some common symptoms may include the following.
Clinical manifestations of acute gastritis
The patient with acute gastritis may have a rapid onset of symptoms, such as epigastric pain or discomfort, dyspepsia, anorexia, hiccups, or nausea and vomiting, which can last from a few hours to a few days. Erosive or hemorrhagic gastritis may cause bleeding, which may manifest as blood in vomit or as...
Clinical manifestations of acute gastritis
The patient with acute gastritis may have a rapid onset of symptoms, such as epigastric pain or discomfort, dyspepsia, anorexia, hiccups, or nausea and vomiting, which can last from a few hours to a few days. Erosive or hemorrhagic gastritis may cause bleeding, which may manifest as blood in vomit or as...
1.1K


