Ramoni Davide, Scuricini Alessandro, Carbone Federico, Liberale Luca, Montecucco Fabrizio
Department of Internal Medicine, University of Genoa, Genoa 16132, Italy.
First Clinic of Internal Medicine, Department of Internal Medicine, Italian Cardiovascular Network, IRCCS Ospedale Policlinico San Martino, Genoa 16132, Italy.
World J Gastroenterol. 2025 Mar 14;31(10):102725. doi: 10.3748/wjg.v31.i10.102725.
This article discusses the manuscript recently published in the , which explores the application of deep learning models in decision-making processes via wireless capsule endoscopy. Integrating artificial intelligence (AI) into gastrointestinal disease diagnosis represents a transformative step toward precision medicine, enhancing real-time accuracy in detecting multi-category lesions at earlier stages, including small bowel lesions and precancerous polyps, ultimately improving patient outcomes. However, the use of AI in clinical settings raises ethical considerations that extend beyond technological potential. Issues of patient privacy, data security, and potential diagnostic biases require careful attention. AI models must prioritize diverse and representative datasets to mitigate inequities and ensure diagnostic accuracy across populations. Furthermore, balancing AI with clinical expertise is crucial, positioning AI as a supportive tool rather than a replacement for physician judgment. Addressing these ethical challenges will support the responsible deployment of AI, through equitable contribution to patient-centered care.
本文讨论了最近发表在[具体刊物名未给出]上的一篇论文,该论文探讨了深度学习模型在通过无线胶囊内镜进行决策过程中的应用。将人工智能(AI)整合到胃肠疾病诊断中代表了向精准医学迈出的变革性一步,可提高在早期阶段检测多类别病变(包括小肠病变和癌前息肉)的实时准确性,最终改善患者预后。然而,在临床环境中使用AI引发了超出技术潜力的伦理考量。患者隐私、数据安全和潜在诊断偏差等问题需要仔细关注。AI模型必须优先考虑多样化且具有代表性的数据集,以减轻不公平现象并确保不同人群的诊断准确性。此外,平衡AI与临床专业知识至关重要,将AI定位为一种支持性工具,而非替代医生的判断。应对这些伦理挑战将通过公平地为以患者为中心的护理做出贡献,支持AI的负责任部署。
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