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人工智能在癌症患者疼痛管理中的应用:叙述性综述

Pain Management in Cancer Patients With Artificial Intelligence: Narrative Review.

作者信息

Ghane Golnar, Karimi Raoofeh, Chekeni Amir Mohammad, Darvishi Mahdi, Imani Reza, Vafaeinezhad Fatemeh Zahra

机构信息

Medical Surgical Department, School of Nursing and Midwifery, Tehran University of Medical Sciences, Tehran, Iran.

Medical Surgical Department, Nursing and Midwifery School, Student Research Committee, Tehran University of Medical Sciences, Tehran, Iran.

出版信息

Scientifica (Cairo). 2025 Apr 22;2025:6888213. doi: 10.1155/sci5/6888213. eCollection 2025.

Abstract

Pain is a significant symptom in cancer patients that is frequently not effectively treated, and managing it is seen as a crucial aspect of caring for these patients. This severe pain frequently causes a significant disturbance in their quality of life. At present, there are different challenges in utilizing a range of pharmacological and nonpharmacological treatments for managing pain in cancer patients. Recent technological advancements, particularly in artificial intelligence, have improved the management of pain in cancer patients. Artificial intelligence and its algorithms offer potential solutions for pain relief in cancer patients with reduced side effects. The current review aimed to assess the validity of studies on using artificial intelligence in pain management for cancer patients. Four databases have been used to review all published studies from the start of 2023: PubMed, Scopus, Web of Science, and Google Scholar. The search mechanism for articles was mainly using valid and mesh-based keywords, asking experts, and reviewing the literature and including "Pain," "Pain management," "Cancer," and "Artificial intelligence." During the initial search, a total of 450 articles were found, and after considering the inclusion and exclusion criteria and reviewing the abstract and content of the articles, 15 articles were finally included in the study. AI-based solutions can provide individual pain relief plans. When AI analyzes large patient data such as physiological signals, responses to treatment, and symptoms of patients who have been diagnosed with pain, it is possible to accurately adjust therapeutic measures. AI enables healthcare providers to offer timely care and assistance to cancer patients through remote monitoring and telehealth services, even when they are not physically present. Despite the presence of hurdles such as ensuring ethical AI practices and protecting data privacy, the integration of AI in oncology pain management brings optimism for the future.

摘要

疼痛是癌症患者的一个重要症状,常常得不到有效治疗,而对其进行管理被视为护理这些患者的一个关键方面。这种剧痛常常会严重干扰他们的生活质量。目前,在利用一系列药物和非药物治疗方法来管理癌症患者的疼痛方面存在不同挑战。最近的技术进步,尤其是人工智能方面的进步,改善了癌症患者疼痛的管理。人工智能及其算法为减轻癌症患者疼痛提供了具有潜在解决方案,且副作用较小。本综述旨在评估关于在癌症患者疼痛管理中使用人工智能的研究的有效性。已使用四个数据库来检索2023年初以来所有已发表的研究:PubMed、Scopus、科学网和谷歌学术。文章的检索机制主要是使用有效的基于医学主题词的关键词、咨询专家以及查阅文献,检索词包括“疼痛”“疼痛管理”“癌症”和“人工智能”。在初步检索中,共找到450篇文章,在考虑纳入和排除标准并查阅文章的摘要和内容后,最终有15篇文章被纳入该研究。基于人工智能的解决方案可以提供个性化的疼痛缓解方案。当人工智能分析大量患者数据,如生理信号、对治疗的反应以及已被诊断为疼痛的患者的症状时,就有可能准确调整治疗措施。人工智能使医疗保健提供者能够通过远程监测和远程医疗服务,即使癌症患者不在场,也能为他们提供及时的护理和帮助。尽管存在确保人工智能道德应用和保护数据隐私等障碍,但人工智能在肿瘤疼痛管理中的整合为未来带来了希望。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5ed6/12041634/f186f206c0a4/SCIENTIFICA2025-6888213.001.jpg

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