Article(id=1322165074505089198, tenantId=1146029695717560320, journalId=1220038315760373764, issueId=1322164984558243894, articleNumber=null, orderNo=null, doi=10.12102/j.issn.1009-6493.2026.01.025, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1741622400000, receivedDateStr=2025-03-11, revisedDate=1763222400000, revisedDateStr=2025-11-16, acceptedDate=null, acceptedDateStr=null, onlineDate=1793158318400, onlineDateStr=2026-10-28, pubDate=1767974400000, pubDateStr=2026-01-10, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1793158318400, onlineIssueDateStr=2026-10-28, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1793158318400, creator=13701087609, updateTime=1793158318400, updator=13701087609, issue=Issue{id=1322164984558243894, tenantId=1146029695717560320, journalId=1220038315760373764, year='2026', volume='40', issue='1', pageStart='1', pageEnd='176', issueExtLink='null', onlineDate='null', pubDate='1767974400000', pubDateStr='2026-01-10', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1793158296955, creator='13701087609', updateTime=1793158296955, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext=null, issueFiles=null, downloadFileDto=null}, startPage=165, endPage=169, ext={EN=ArticleExt(id=1322165074714804399, articleId=1322165074505089198, tenantId=1146029695717560320, journalId=1220038315760373764, language=EN, title=Application progress of artificial intelligence in ostomy care, columnId=1220689485315101342, journalTitle=Chinese Nursing Research, columnName=Review Articles, runingTitle=null, highlight=null, articleAbstract=

This article systematically reviewed the development of artificial intelligence and its research status in the field of ostomy care,focusing on its applications in peristomal skin assessment,development of novel digital devices,prediction of postoperative complication risks,and clinical decision support systems.It also analyzed current challenges and proposed future research directions, aiming to provide references for the deeper integration of artificial intelligence in ostomy care.

, authors=Jingru ZHANG1, Xiaowen CUI2, Zhuyan SHAO2, Xiao FANG2, Jiming ZHAO2, authorsList=Jingru ZHANG, Xiaowen CUI, Zhuyan SHAO, Xiao FANG, Jiming ZHAO, authorCompany=null, correspAuthors=Jiming ZHAO, authorNote=null, correspAuthorsNote=
ZHAO Jiming, E-mail:
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系统梳理人工智能的发展历程及其在造口领域的研究现状,重点探讨其在造口周围皮肤评估、新型数字设备开发、术后并发症风险预测及临床决策支持系统中的应用,同时分析当前存在的挑战,并提出未来研究方向,以期为人工智能在造口护理中的深化应用提供参考。

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张静茹,硕士研究生在读

, correspAuthorsNote=
赵继明,E-mail:
ZHAO Jiming, E-mail:
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人工智能在造口护理中的应用进展
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张静茹 1 , 崔潇文 2 , 邵珠燕 2 , 房晓 2 , 赵继明 2, *, *
护理研究 | 科研综述 2026,40(1): 165-169
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护理研究 |科研综述 2026 , 40 (1) : 165 -169
人工智能在造口护理中的应用进展
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张静茹1, 崔潇文2, 邵珠燕2, 房晓2, 赵继明2, *, *
作者信息
  • 1山东第一医科大学(山东省医学科学院)护理学院,山东 271016
  • 2山东第一医科大学附属省立医院
通讯作者:
赵继明,E-mail:
ZHAO Jiming, E-mail:
作者简介:

张静茹,硕士研究生在读

Application progress of artificial intelligence in ostomy care
Jingru ZHANG1, Xiaowen CUI2, Zhuyan SHAO2, Xiao FANG2, Jiming ZHAO2
Affiliations
  • 1School of Nursing, Shandong First Medical University (Shandong Academy of Medical Sciences), Shandong 271016 China
  • 2Shandong Provincial Hospital Affiliated to Shandong First Medical University
  • Corresponding Author:
    ZHAO Jiming, E-mail:
出版时间: 2026-01-10 doi: 10.12102/j.issn.1009-6493.2026.01.025
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系统梳理人工智能的发展历程及其在造口领域的研究现状,重点探讨其在造口周围皮肤评估、新型数字设备开发、术后并发症风险预测及临床决策支持系统中的应用,同时分析当前存在的挑战,并提出未来研究方向,以期为人工智能在造口护理中的深化应用提供参考。

人工智能  /  造口护理  /  机器学习  /  临床决策支持系统  /  远程医疗  /  综述

This article systematically reviewed the development of artificial intelligence and its research status in the field of ostomy care,focusing on its applications in peristomal skin assessment,development of novel digital devices,prediction of postoperative complication risks,and clinical decision support systems.It also analyzed current challenges and proposed future research directions, aiming to provide references for the deeper integration of artificial intelligence in ostomy care.

artificial intelligence  /  ostomy care  /  machine learning  /  clinical decision support system  /  telemedicine  /  review
张静茹, 崔潇文, 邵珠燕, 房晓, 赵继明. 人工智能在造口护理中的应用进展. 护理研究, 2026 , 40 (1) : 165 -169 . DOI: 10.12102/j.issn.1009-6493.2026.01.025
Jingru ZHANG, Xiaowen CUI, Zhuyan SHAO, Xiao FANG, Jiming ZHAO. Application progress of artificial intelligence in ostomy care[J]. Chinese Nursing Research, 2026 , 40 (1) : 165 -169 . DOI: 10.12102/j.issn.1009-6493.2026.01.025
造口是指通过外科手术在腹壁上创建的人工开口,将小肠、大肠末端或者输尿管连接到皮肤表层,用来排泄粪便或尿液[1]。根据2022年全球癌症统计数据(GLOBOCAN),结直肠癌和膀胱癌分别是世界第3位、第9位常见癌症[2],而造口术是拯救癌症病人的重要治疗方式[3]。据统计,我国造口病人数量已超过100万例,并以每年新增10万例的速度增长[4]。造口病人不仅需要承受生理及心理双重压力,甚至还可能会给医疗保健系统带来额外的经济成本[5]。然而,现有的造口管理方式存在监管不足、主观性强等问题,亟需智能化技术介入。国家卫生健康委员会在《进一步改善护理服务行动计划(2023—2025年)》[6]中提出,应推动人工智能与护理服务的深度融合,优化资源配置。人工智能凭借其在数据分析、图像识别及远程监测中的优势,为造口护理的精准化与高效化提供了新路径。在此背景下,依靠人工智能制定合适的造口护理管理模式,既符合时代发展趋势,又可以提高我国医疗的资源配置效率及服务水平。因此,现对人工智能在造口领域的研究现状进行综述,旨在为造口专科护士及其他研究人员提供本领域的最新动态变化内容并探讨其目前存在的挑战及展望,为人工智能在我国造口管理中的应用提供参考。
人工智能是一种基于计算机科学的现代方法,它通过开发程序和算法,使设备高效地执行人类智能的任务[7]。“人工智能”这一概念首次出现在1956年达特茅斯学院的夏季研讨会提案中。随着科研技术的飞速发展,人工智能在医疗领域大致经历了3个时代[8]。1.0时代指符号人工智能,将人类知识编码为计算规则及概率模型;2.0时代始于深度学习(deep learning,DL),又逐渐衍生出了机器学习、传统神经网络、模糊逻辑、语音识别等分支,这个时代具有可以提高现代医学科学性能的独特能力[9];3.0时代是基础模型和生成式人工智能的时代,大语言模型开始应用于临床。这种智能系统简化了临床诊断、医学成像和临床决策能力等方面的人工干预,医护人员可以利用机器学习算法,通过增强病人体验、准确诊断和定制疗法来改善病人的治疗效果[10]。而在造口护理这一专业领域,学者已经开始了初步但深入的研究与探索,将人工智能主要应用于图像分割、数字设备、风险预测和临床决策等方面。
造口周围皮肤并发症(peristomal skin complications,PSCs)的发生率高达80%,是造口病人的主要并发症[11],包括接触性皮炎、感染、瘘管和机械创伤等症状。造口周围皮肤并发症会给病人带来心理和生理上的双重困扰,严重影响病人的健康相关生活质量(health-related quality of life,HRQoL)[12],因此早期治疗和预防尤为重要。为了有效监测造口周围皮肤并发症,造口皮肤工具(Ostomy Skin Tool,OST)于2008年开发[13],并被验证为评估造口病人的造口周围皮肤状况变化的标准化工具,然而该工具主要依赖皮肤变色作为评估依据[14],无法评估出现其他症状(例如疼痛、瘙痒和烧灼感)而没有皮肤变色的造口病人。为了使评估客观化,Andersen等[15]基于卷积神经网络算法开发了用于自动分割图像并评估造口周围皮肤变色与造口渗漏区域的深度学习模型,该模型实现了基于人工智能的自动化图像分析。在此基础上,Martins等[16]设计了一种评估造口周围皮肤变化的新工具-造口周围皮肤工具2.0(OST2.0),该工具将造口皮肤工具中患者报告结局(patient-reported outcome,PRO)调查问卷与人工智能变色模型的客观评估相结合形成OST2.0的决策树评分。这种新工具可以用于密切评估造口周围皮肤状况的动态变化,从而捕捉造口周围皮肤并发症的视觉和非视觉症状[17]。与OST2.0使用决策树评分不同的是,蒋梦笑等[18]开发了一个人工智能辅助造口护理系统,该系统采用基于深度学习的图像处理算法对造口区域图像进行色彩校正,调整亮度和对比度,应用高斯模糊方法识别造口与周围皮肤的界限,通过分析颜色分布判断红润和肿胀,识别造口的异常状态。
人工智能在造口周围皮肤评估中的应用,有效地减少护理人员判断造口状况时的主观误差,避免其对非视觉症状的忽视。但是,人工智能算法通常需要大量观察数据才能达到理想的性能分数,目前开发的人工智能模型在临床试验中纳入的造口图像数量有限,模型的召回率和精度有待进一步提高。因此,未来需要优化图像采集的标准和流程,构建多中心的图像数据库,为人工智能模型的训练提供充足且丰富的素材。
造口病人需依赖外置造口袋收集排泄物,以维持排泄功能的代偿。但现有的大多数普通造口袋容易出现造口渗漏、造口周围皮肤损伤等问题[19],不仅增加了病人出现造口周围皮肤并发症的可能性,甚至还会因为造口产生的失控感,减少社交活动进而产生自我孤立、焦虑、抑郁等心理问题[20]。随着新型数字造口设备的出现,有效地改善了病人的生活质量,并促进其恢复正常的社交、职业活动。Fearn等[21]通过将由热敏电阻和电容式传感器组成的体积阵列整合到造口袋中,采用静态前馈神经网络处理来自体积阵列传输的数据以及使用弹性反向传播算法对多层感知器进行监督训练,计算出准确的造口排出量,传感组件通过近场通信技术与低功耗蓝牙将数据传输到智能手机应用程序,使病人可以实时监测排出量,避免造口袋发生渗漏,以改善造口病人的自我管理,减少并发症的发生。Wang等[22]开发了一款带有传感器和刺激器的3D打印造口袋,即由3D打印底盘、皮肤贴、聚乙烯贴和聚乙烯造口袋组成的基本结构与智能设备相结合。当排泄物液位超过报警阈值时,微电流刺激传感器在诱发造口周围皮肤产生轻微的麻木感和刺痛感的同时,被触发的红外线传感器将信号传输到移动手机上,手机通过响铃或振动,提醒病人处理或更换造口袋。Kontovounisios等[23]评估了应用于造口装置的Ostom-i警报传感器的有效性和可用性。Ostom-i警报传感器是一种便携式、可穿戴、蓝牙连接的生物传感器,可以夹在造口袋的底端,感测造口袋内的填充情况,并通过智能手机应用程序将数据实时记录。Ambe等[24]研究了新型数字泄漏通知系统Heylo对造口病人生活质量和生活负担的影响。Heylo泄漏通知系统安装在造口底板下,其发送器连接到粘性传感器层,并通过蓝牙向智能手机应用程序发送状态消息,实时监测造口底板状况。该研究证明使用Heylo系统提高了病人日常生活活动能力,减轻了病人心理负担。
基于传感器的造口袋有助于提高造口病人的自我护理能力,使病人更好地管理和控制造口,减少并发症的发生,也可以有效改善造口病人的身心健康,提高自我价值感[25]。然而,应用于人体的传感器安全性仍需要大量的临床试验验证,且新型数字造口设备的成本过高,导致新型设备在临床应用推广中面临着很多困难。因此,在未来的研究者可以尝试简化造口设备,提高智能造口袋的安全性和降低成本,以便在临床推广。
造口术后相关并发症的总体发病率为20%~70%[26],不仅对造口病人的生活质量产生负面影响,还显著增加医疗服务成本,在造口护理领域也是一道难题。对此,国内外学者基于人工智能的机器学习算法构建了预测模型,通过对造口并发症进行有效的预测,护理人员可以对不同风险程度的病人制定个性化的护理计划,可以对病人做到有效的分层管理,整体上提高护理质量和效率。Dai等[27]开发了一种基于机器学习算法的永久性结肠造口术后造口旁疝(parastomal hernia,PSH)风险预测模型,利用多种机器学习算法建立模型,并通过LASSO进行变量筛选,采用Shapley加性解释进行模型分析,最终构建列线图以评估造口旁疝的发生风险。李云波等[28]通过收集病人术前临床指标并结合影像组学技术和机器学习构建了造口旁疝的预测模型,通过计算训练集和验证集的准确率、敏感度、特异度和受试者工作特征(ROC)曲线下面积(area under curve,AUC)来评价模型效能,最终支持向量机(support vector machine,SVM)验证集的AUC为0.804,体现出可观的预测能力。除了对造口旁疝构建预测模型外,Ocagli等[29]通过收集病人的人口统计学特征、病史和造口相关信息,并在术后30 d进行随访评估,使用朴素贝叶斯算法来定义一个自动化的并发症预测工具,该算法分析病人是否会发生并发症的准确率为70%,为非专业人员评估造口病人出现并发症概率并采取预防措施提供了帮助。此外,还有研究学者通过单因素分析和Logistic回归分析构建造口术后相关并发症的预测模型,采用Bootstrap进行内部验证,使用受试者工作特征曲线和Hosmer-Lemeshow拟合优度检验评估模型的区分度和校准度[30-34]。
与传统风险评估方法相比,这些模型基于机器学习表现出卓越的预测能力。然而,机器学习在造口相关风险预测模型中的应用仍处于探索阶段,还存在样本量不足、缺失数据的处理、模型性能评估等限制。因此,未来需要进一步探索更广泛和多样化的数据集,并同时将模型转化为简易评分系统、概率计算方程等便于临床应用的形式,以满足临床实际应用的需求。
临床决策支持系统是一个通过人机交互的方式提高医务工作者决策效率的系统[35],可以协助护理人员为病人提供个性化的护理措施和改善护理质量。造口病人是一个庞大的群体,临床决策支持系统和远程医疗的结合能够确保病人在居家护理过程中也可以获得更为妥善、安全且有效的护理服务,有力地促进病人的康复进程,提升其生活质量。Morato等[36]开发了一个聊天机器人ESTOMABOT,该聊天程序构建时融合了大量文献知识与临床经验,形成了系统知识库。造口病人可以随时用日常语言向ESTOMABOT提问,该程序不仅可以依据病人个体特征、病情及护理阶段精准推送自我护理建议,还可以帮助护士与病人流畅交互获取决策支持,协助护士对病人进行远程指导,提升整体护理效率。与上述基于知识库CDSS的聊天程序不同的是,Xu等[37]研发了一个基于非知识库临床决策支持系统的电子健康管理PRISMS系统,该系统会综合患者报告结局和智能设备数据,对病人的症状和并发症严重程度进行分析。通过特定的算法和模型,分析判断病人处于何种健康状态,为病人和照护者提供个性化的反馈和自我护理指令,而护理人员可以通过PRISMS访问教育模块查看病人的健康状态数据,通过在线论坛为病人提供专业解答和心理支持,提升了病人整体护理质量与康复效果。
研究表明,临床决策支持系统的实际使用效果显著,可以有效强化医护人员在面对多元决策情境以及执行各类病人临床治疗任务时的专业能力,在现代医疗体系中发挥着不可或缺的关键作用。但国内临床决策支持系统的发展起步较晚,护理信息系统更是近几年才开始探索,未来学者可以依据造口护理发展现状,建立高权威的知识库或者基于机器学习改善算法提高非知识库临床决策支持系统的数据质量。
造口领域人工智能的有效应用在很大程度上依赖于大量高质量图像所提供的数据资源,但由于缺乏统一规范的标准,导致造口图像采集过程存在诸多不确定性与不规范性,难以满足人工智能应用对图像数据的严苛要求,进而在一定程度上制约了人工智能技术在造口领域更为深入和广泛地应用与发展。目前,国内外尚未建立规范且能储存大量造口图像的数据库,可能是因为收集的造口图像属于光学三原色图像[15],使用智能手机、平板电脑等性能不佳的设备,会因相机像素、镜头色差、照明光源等问题导致采集的图像存在质量问题,难以实现数据共享。因此,造口领域以及人工智能领域的专家学者之间亟须展开深度的沟通与协作,通过共同研讨制定出专门针对造口数据采集的指南。并以此为基准,全面而细致地规范数据采集的每个操作环节与流程,推进造口图像数据库的构建进程,从而有望在未来实现造口护理的智能化、精准化与高效化,为病人提供更为优质的护理服务与健康保障。
近年来,远程医疗作为新兴医疗模式逐渐发展起来,突破了传统线下就诊方式,实现了网络视频问诊、远程健康监测等线上医疗服务。有国外学者通过研发人工智能驱动的智能交互平台,使得病人可以随时进行线上咨询,系统依据病人过往病历和实时数据,智能给予护理方案,医护人员再给予精准指导,真正实现居家就诊[36]。但是,目前国内主要以“互联网+”和移动终端APP的形式为病人提供远程造口护理服务[38-39],较少采用人工智能的方式,可能是因为人们尚未充分认识到人工智能在远程造口护理方面的巨大潜力。今后可尝试利用智能传感器和深度学习算法构建一个集远程健康监测、造口护理知识库、智能语音助手、专家在线咨询等功能于一体的平台,通过借助人工智能算法对病人数据进行准确分析并预判潜在风险,使病人和医护人员能够及时采取应对措施。远程造口护理不仅减轻了病人频繁前往医院的负担,还提升了病人的生活质量。
人工智能是一种影响面广的颠覆性技术,有可能造成冲击传统护理理念、挑战医学伦理和侵犯个人隐私等问题。我国人工智能的发展尚处于积极探索阶段,缺乏完善的监管体系和法律框架仍是限制医疗领域自由使用人工智能的主要障碍[40]。由于人工智能对大量病人个人信息、图像数据等的依赖,在发展的过程中有可能导致原本应该被合理使用的数据被过度使用、误用甚至恶意使用,以至于给病人带来诸多不良影响,如遭受骚扰、身份盗窃、财务欺诈等问题。因此,各医疗机构应完善健全公开透明的人工智能监管体系,培养专业的技术团队和管理人员对医疗系统数据进行周期性的检测工作,及时发现潜在的数据安全漏洞和风险隐患,从而切实保障医疗数据的安全性、完整性和保密性,为医疗服务的高效开展以及病人权益的有力维护筑牢坚实的数据安全防线。
人工智能应用于造口护理领域,可有效减少护理人员人力不足的问题,提高医院的整体护理质量,减少病人相关费用的支出,保证病人的优质护理,提高病人满意度。然而,该领域人工智能的应用尚处于初期阶段,还存在造口图像质量不佳、数字设备安全性能不足、护理领域技术人才缺乏、护理人员对复杂设备操作流程不熟练等问题。未来可以通过加强人工智能、临床和护理领域专家学者的合作与交流,改进人工智能的图像识别算法,构建一套通用、标准化的造口图像采集体系,联合培育专注于造口领域的人工智能护理专业人才队伍,搭建稳定可靠的远程监测系统进而实现远程护理,从而进一步推动人工智能在造口护理领域的深入发展与广泛应用。

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doi: 10.12102/j.issn.1009-6493.2026.01.025
  • 接收时间:2025-03-11
  • 首发时间:2026-10-28
  • 出版时间:2026-01-10
补充材料
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  • 收稿日期:2025-03-11
  • 修回日期:2025-11-16
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作者信息
    1山东第一医科大学(山东省医学科学院)护理学院,山东 271016
    2山东第一医科大学附属省立医院

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赵继明,E-mail:
ZHAO Jiming, E-mail:
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https://castjournals.cast.org.cn/joweb/hlyj/CN/10.12102/j.issn.1009-6493.2026.01.025
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2种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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