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Associated Factors for Chronic Neuropathic Cancer Pain in Outpatients From Pain Clinic: A Perspective Cross-Sectional Study. 来自疼痛临床的门诊患者慢性神经性癌症疼痛的相关因素:一项前瞻性横断面研究。
Q2 Medicine Pub Date : 2025-12-31 DOI: 10.24920/004542
Bo-Ru Yuan, Chen Sun, Mo-Han Li, Si Chen, Lu-Lu Ma, Li-Jian Pei

Objectives: To determine the prevalence, distribution, and associated clinical factors of chronic neuropathic cancer pain (CNCP) among outpatients with chronic cancer pain (CCP) and to inform improved recognition and management.

Methods: In this cross-sectional study, consecutive outpatients with CCP diagnosed according to the International Association for the Study of Pain (IASP) criteria were recruited from the pain clinic at Peking Union Medical College Hospital between June and October 2025. CNCP was diagnosed based on the Neuropathic Pain Special Interest Group (NeuPSIG) criteria. Patients were classified into the CNCP group if they met at least one of the four NeuPSIG criteria, regardless of coexisting visceral or bone pain. Demographic, oncologic, and pain-related data were collected through standardized interviews. Between-group differences in baseline characteristics were assessed using absolute standardized differences and Chi-square or t-tests. Logistic regression analyses were conducted to identify clinical factors associated with CNCP.

Results: Of 138 eligible patients with CCP, 85 (61.6%) were classified into the CNCP group and 53 (38.4%) into the non-CNCP group. Multivariable logistic regression analysis revealed that bone metastasis (adjusted OR = 2.316, 95% CI: 1.074-5.178, P = 0.032), radiotherapy (adjusted OR = 2.489, 95% CI: 1.119-5.803, P = 0.025), and voiding dysfunction (adjusted OR = 5.470, 95% CI: 2.150-16.396, P < 0.001) were independently associated with CNCP. Pancreatic cancer was inversely associated with CNCP (OR = 0.371, P = 0.031). Only 5 (3.6%) patients in the CNCP group received neuropathic pain-specific interventions, indicating a predominant reliance on single-modality pain management.

Conclusions: CNCP was present in nearly two-thirds of outpatients with CCP. The identified associations with bone metastasis, radiotherapy, and voiding dysfunction may aid in the early recognition of neuropathic pain components and support the adoption of mechanism-based multimodal pain management strategies.

目的:了解慢性神经性癌性疼痛(CNCP)在门诊慢性癌性疼痛(CCP)患者中的患病率、分布及相关临床因素,为改进识别和管理提供依据。方法:在本横断面研究中,于2025年6月至10月在北京协和医院疼痛门诊连续招募符合国际疼痛研究协会(IASP)诊断标准的CCP门诊患者。CNCP是根据神经性疼痛特别兴趣组(NeuPSIG)标准诊断的。如果患者符合四项NeuPSIG标准中的至少一项,无论是否存在内脏或骨痛,均可分为CNCP组。通过标准化访谈收集人口统计学、肿瘤学和疼痛相关数据。基线特征的组间差异采用绝对标准化差异和卡方检验或t检验进行评估。进行Logistic回归分析以确定与CNCP相关的临床因素。结果:138例符合条件的CCP患者中,85例(61.6%)被分为CNCP组,53例(38.4%)被分为非CNCP组。多变量logistic回归分析显示,骨转移(校正OR = 2.316, 95% CI: 1.074 ~ 5.178, P = 0.032)、放疗(校正OR = 2.489, 95% CI: 1.119 ~ 5.803, P = 0.025)、排尿功能障碍(校正OR = 5.470, 95% CI: 2.150 ~ 16.396, P < 0.001)与CNCP独立相关。胰腺癌与CNCP呈负相关(OR = 0.371, P = 0.031)。CNCP组中只有5例(3.6%)患者接受了神经性疼痛特异性干预,表明主要依赖单一模式的疼痛管理。结论:近三分之二的CCP门诊患者存在CNCP。已确定的与骨转移、放疗和排尿功能障碍的关联可能有助于早期识别神经性疼痛成分,并支持采用基于机制的多模式疼痛管理策略。
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引用次数: 0
Chinese Expert Consensus on the Clinical Application of Ultrasound Screening for Gastric Cancer (2025 Edition). 中国胃癌超声筛查临床应用专家共识(2025年版)。
Q2 Medicine Pub Date : 2025-12-31 DOI: 10.24920/004548

The five-year survival rate of gastric cancer in China is close to those in European and North American countries but far lower than those in the Republic of Korea and Japan where national gastric cancer screening systems have been established. It is of great significance to build a high-quality gastric cancer screening system adaptive to China's national conditions. Due to the large number of people at risk of gastric cancer and the uneven distribution of medical resources, it is still difficult for China to carry out a nationwide gastroscopy screening program for gastric cancer. Gastric oral contrast ultrasonography (OCUS) is a promising, non-invasive tool for initial gastric cancer screening, offering a painless, radiation-free alternative. Based on two 2020 OCUS consensuses, this document analyzes national gastric cancer screening strategies and challenges to elaborate on the necessity, feasibility, and current problems of preliminary ultrasound screening in China. It details the key aspects of OCUS, including indications, contraindications, operator requirements, contrast agent standards, and essential scanning protocols. It also introduces the standardized ultrasound sections and the Stomach Ultrasound Report and Data System (Su-RADS) and proposes the relevant consensus opinions. After several rounds of discussions and voting by experts from multiple societies, a total of 17 consensus opinions have been formed on OCUS as a preliminary screening technique for gastric cancer, with the aim of standardizing the popularization of OCUS. In addition, the consensus calls for conducting nationwide multicenter prospective studies to improve the level of evidence and provide big data support for the construction of a preliminary gastric cancer ultrasound screening system that is in line with China's national conditions.

中国胃癌5年生存率接近欧洲和北美国家,但远低于已建立国家胃癌筛查制度的韩国和日本。构建适合中国国情的高质量胃癌筛查体系具有重要意义。由于胃癌高危人群众多,医疗资源分布不均,中国在全国范围内开展胃癌胃镜筛查仍有一定难度。胃口服超声造影(OCUS)是一种很有前途的、无创的胃癌初步筛查工具,提供了一种无痛、无辐射的替代方法。本文基于2020年两项OCUS共识,分析了国家胃癌筛查策略和面临的挑战,阐述了中国开展超声早期筛查的必要性、可行性以及目前存在的问题。它详细介绍了OCUS的关键方面,包括适应症、禁忌症、操作员要求、造影剂标准和基本扫描协议。介绍了标准化超声切片和胃超声报告数据系统(Su-RADS),并提出了相关共识意见。经过多个学会专家的多轮讨论和投票,最终形成了17项共识意见,将OCUS作为胃癌的初步筛查技术,旨在规范OCUS的推广。此外,共识呼吁开展全国范围内的多中心前瞻性研究,提高证据水平,为构建符合中国国情的胃癌超声筛查初步体系提供大数据支持。
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引用次数: 0
Adamantinoma‑like Ewing Sarcoma of Head and Neck: A Clinicopathologic Study of Three Cases Including One EWSR1-Negative Case with NF1 Mutation. 头颈部金刚素瘤样尤文氏肉瘤:3例包括1例ewsr1阴性伴NF1突变的临床病理研究
Q2 Medicine Pub Date : 2025-12-31 DOI: 10.24920/004531
Xiang-Nan Gou, Xia Tian, Feng-Wei Zhu, Zhi-Gang Song

Adamantinoma-like Ewing sarcoma (ALES) is a rare variant of Ewing sarcoma that predominantly occurs in the head and neck region, characterized by epithelial differentiation and overlapping morphology with other small round cell tumors. We present three cases of head and neck ALES (two in the parotid gland and one in the nasal cavity) in patients aged 23-42 years. Histologically, the tumors exhibited a spectrum of features, including small round blue cells and basaloid squamous morphologies. Immunohistochemically, the tumor cells variably expressed CKpan, p63, CD99, NKX2.2, FLI1, CD56, and Syn. The Ki-67 proliferation index ranged widely from 15% to 90%. Notably, one case initially misdiagnosed as squamous cell carcinoma harbored a canonical EWSR1::FLI1 fusion. Crucially, we report the first case of ALES had a negative EWSR1 rearrangement but a somatic NF1 mutation, expanding the molecular spectrum of this entity. Our findings underscore the diagnostic challenge of ALES and highlight the necessity of comprehensive molecular profiling, including next-generation sequencing, for accurate diagnosis and the identification of potential therapeutic targets, particularly in genetically atypical cases.

金刚素瘤样尤文氏肉瘤(ALES)是一种罕见的尤文氏肉瘤变体,主要发生在头颈部,其特征是上皮分化和与其他小圆细胞肿瘤的形态重叠。我们报告了3例头颈部ALES(2例在腮腺,1例在鼻腔),患者年龄23-42岁。组织学上,肿瘤表现出一系列特征,包括小而圆的蓝色细胞和基底细胞状鳞状形态。免疫组化结果显示,肿瘤细胞表达CKpan、p63、CD99、NKX2.2、FLI1、CD56、Syn等多种表达,Ki-67增殖指数在15% ~ 90%之间。值得注意的是,一个最初被误诊为鳞状细胞癌的病例中存在典型的EWSR1::FLI1融合。至关重要的是,我们报告了首例ALES病例,其EWSR1重排阴性,但体细胞NF1突变,扩大了该实体的分子谱。我们的研究结果强调了ALES的诊断挑战,并强调了全面的分子谱分析的必要性,包括下一代测序,以准确诊断和确定潜在的治疗靶点,特别是在遗传非典型病例中。
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引用次数: 0
Pelvic Floor Dysfunction Databases: Evolution, Current Landscape, and Future Development. 骨盆底功能障碍数据库:演变、现状和未来发展。
Q2 Medicine Pub Date : 2025-12-31 DOI: 10.24920/004516
Jing-Yu Zhang, An-Ran Wang, Shuo Liang, Hong-Hui Shi, Lan Zhu, Si-Zhu Wu

Pelvic floor dysfunction (PFD), including conditions such as stress urinary incontinence, pelvic organ prolapse, and fecal incontinence, significantly affects women's quality of life and their physical and mental health. With advancement of digital medicine, the systematic collection of data and the high-quality development of database platforms have increasingly become central pillars of PFD research and management. We systematically review the developmental stages of PFD-related databases. We then conduct a comparative analysis of representative international and domestic platforms, examining key aspects including organizational structures and construction models, data sources and integration strategies, core functionalities, data quality control and standardization, data security and access management, and research applications. Finally, based on the current status of PFD database development both globally and in China, we offer recommendations to strengthen data infrastructure and guide future directions. The findings may serve as a valuable reference for the optimization of PFD databases worldwide.

盆底功能障碍(PFD),包括压力性尿失禁、盆腔器官脱垂和大便失禁等情况,显著影响女性的生活质量和身心健康。随着数字医学的发展,数据的系统化收集和数据库平台的高质量开发日益成为PFD研究和管理的中心支柱。我们系统地回顾了pfd相关数据库的发展阶段。然后,我们对具有代表性的国际和国内平台进行了比较分析,从组织结构和构建模式、数据源和集成策略、核心功能、数据质量控制和标准化、数据安全和访问管理以及研究应用等方面进行了研究。最后,结合国内外PFD数据库的发展现状,提出了加强数据基础设施建设和指导未来发展方向的建议。研究结果可为全球PFD数据库的优化提供有价值的参考。
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引用次数: 0
Openness to Others: The Task of Translating Palliative Carefor China. 向他人开放:缓和医疗在中国的翻译任务。
Q2 Medicine Pub Date : 2025-12-31 DOI: 10.24920/004527
Eric L Krakauer

The German philosopher Walter Benjamin, who died attempting to cross a border to escape persecution, described both the impossibility and the possibilities of translation[ 1]. The impossibility is implicit in the very title of Benjamin's essay, Die Aufgabe des Übersetzers. The German word Aufgabe can mean "task" or "endeavor" but also a "giving up" or "surrender." There is no English word that conveys the ambiguities and nuances of Aufgabe. And as I write this, I am aware that translating my English sentences into Chinese will create new impossibilities. But the impossibility of "true" or "literal" translation also opens new possibilities, for interpretation, adaptation, and (re)creation of new meaning. The same holds for translating palliative care: both the term and the discipline or practice.

德国哲学家沃尔特·本雅明(Walter Benjamin)在试图越过边境逃避迫害时死亡,他描述了翻译的不可能性和可能性。这种不可能性隐含在本雅明文章的标题中,Die Aufgabe des Übersetzers。德语单词Aufgabe可以表示“任务”或“努力”,也可以表示“放弃”或“投降”。没有一个英语单词能表达出Aufgabe的含糊和细微差别。当我写这篇文章的时候,我意识到把我的英语句子翻译成中文会创造新的不可能。但是,“真实”或“直译”翻译的不可能性也为解释、改编和(再)创造新意义开辟了新的可能性。翻译姑息治疗也是如此:无论是术语还是学科或实践。
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引用次数: 0
Standardizing Healthcare Datasets in China: Challenges and Strategies. 中国医疗数据集标准化:挑战与策略
Q2 Medicine Pub Date : 2025-12-31 DOI: 10.24920/004520
Zheng-Yong Hu, Xiao-Lei Xiu, Jing-Yu Zhang, Wan-Fei Hu, Si-Zhu Wu

Standardized datasets are foundational to healthcare informatization by enhancing data quality and unleashing the value of data elements. Using bibliometrics and content analysis, this study examines China's healthcare dataset standards from 2011 to 2025. It analyzes their evolution across types, applications, institutions, and themes, highlighting key achievements including substantial growth in quantity, optimized typology, expansion into innovative application scenarios such as health decision support, and broadened institutional involvement. The study also identifies critical challenges, including imbalanced development, insufficient quality control, and a lack of essential metadata-such as authoritative data element mappings and privacy annotations-which hampers the delivery of intelligent services. To address these challenges, the study proposes a multi-faceted strategy focused on optimizing the standard system's architecture, enhancing quality and implementation, and advancing both data governance-through authoritative tracing and privacy protection-and intelligent service provision. These strategies aim to promote the application of dataset standards, thereby fostering and securing the development of new productive forces in healthcare.

通过提高数据质量和释放数据元素的价值,标准化数据集是医疗保健信息化的基础。本研究采用文献计量学和内容分析的方法,考察了2011年至2025年中国医疗卫生数据集标准。它分析了它们在类型、应用、机构和主题方面的演变,突出了关键成就,包括数量的大幅增长、类型的优化、向创新应用场景(如卫生决策支持)的扩展以及机构参与的扩大。该研究还指出了关键挑战,包括发展不平衡、质量控制不足以及缺乏基本元数据(如权威数据元素映射和隐私注释),这些都阻碍了智能服务的提供。为了应对这些挑战,该研究提出了一个多方面的战略,重点是优化标准系统的架构,提高质量和实施,并通过权威跟踪和隐私保护推进数据治理和智能服务提供。这些战略旨在促进数据集标准的应用,从而促进和确保医疗保健领域新生产力的发展。
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引用次数: 0
Autism Spectrum Disorders in China: An Analysis of Temporal Trends in Prevalence, Incidence, and DALYs (1990-2021) Based on GBD 2021 Data. 中国自闭症谱系障碍:基于GBD 2021数据的患病率、发病率和DALYs(1990-2021)的时间趋势分析
Q2 Medicine Pub Date : 2025-12-31 DOI: 10.24920/004535
Min Li, Zi-Yan Meng, Qing Li, Jun-Tao Yang, Kai-Yuan Min, Zhi-Min Hu

Objectives: To examine the temporal trends in the prevalence, incidence, and disability-adjusted life years (DALYs) of autism spectrum disorder (ASD) in China from 1990 to 2021 and to project the future burden to 2036.

Methods: Data were sourced from the Global Burden of Disease (GBD) 2021 provided by the Institute for Health Metrics and Evaluation (IHME). Join-point regression was applied to estimate the annual percentage change (APC) of prevalence, incidence, and DALYs. Age-period-cohort analysis was used to assess the effects of age, period, and cohort. Decomposition analysis quantified the contributions of population growth, demographic aging, and epidemiological changes. An AutoRegressive Integrated Moving Average (ARIMA) model was employed for projections to 2036.

Results: Between 1990 and 2021, the average annual percentage change (AAPC) was 0.22% (95% uncertainty interval [UI]: 0.20%-0.24%) for prevalence, -0.07% (95% UI: -0.14%-0.28%) for incidence, and 0.23% (95% UI: 0.21%-0.25%) for DALYs. ASD prevalence and DALYs peaked in children aged 0-5 years and declined after age 60. Rising prevalence and DALYs were mainly attributable to population growth (89.7% and 95.2%) and epidemiological changes (32.6% and 36.2%), while aging offset growth (-22.4% and -16.0%). Projections indicated stable age-standardized incidence for both sexes but divergent prevalence trends, with rates increasing among males and decreasing among females.

Conclusions: The ASD burden in China is rising, largely driven by demographic and epidemiological dynamics, with young children and males being the most affected groups. Prioritizing early detection and gender-sensitive interventions are recommended.

目的:研究1990年至2021年中国自闭症谱系障碍(ASD)患病率、发病率和残疾调整生命年(DALYs)的时间趋势,并预测到2036年的未来负担。方法:数据来自卫生计量与评估研究所(IHME)提供的2021年全球疾病负担(GBD)。采用联点回归来估计患病率、发病率和DALYs的年百分比变化(APC)。年龄-时期-队列分析用于评估年龄、时期和队列的影响。分解分析量化了人口增长、人口老龄化和流行病学变化的贡献。对2036年的预测采用自回归综合移动平均(ARIMA)模型。结果:1990年至2021年间,患病率的年均百分比变化(AAPC)为0.22%(95%不确定区间[UI]: 0.20%-0.24%),发病率为-0.07% (95% UI: -0.14%-0.28%), DALYs为0.23% (95% UI: 0.21%-0.25%)。ASD患病率和DALYs在0-5岁儿童中达到高峰,60岁以后下降。患病率和DALYs的上升主要归因于人口增长(89.7%和95.2%)和流行病学变化(32.6%和36.2%),而老龄化抵消了增长(-22.4%和-16.0%)。预测显示,男女的年龄标准化发病率稳定,但流行趋势不同,男性发病率上升,女性发病率下降。结论:在人口和流行病学动态的推动下,中国的ASD负担正在上升,其中幼儿和男性是受影响最大的群体。建议优先考虑早期发现和性别敏感干预措施。
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引用次数: 0
A Case Study of Comprehensive Postoperative Management for Elderly Total Hip Arthroplasty Patients Based on Peplau's Interpersonal Relationship Theory. 基于Peplau人际关系理论的老年全髋关节置换术患者术后综合管理案例研究
Q2 Medicine Pub Date : 2025-12-31 DOI: 10.24920/004485
Jing-Han Ai, Chao Huang, Jing-Jin Luo

With a growing population of elderly patients undergoing hip arthroplasty, traditional nursing care often faces challenges dus to fragmented services and inadequate continuity. Based on Peplau's interpersonal relationship theory, we explored a comprehensive hospital-home-community management model for an 80-year-old female patient following total hip arthroplasty. This nursing model was structured into four sequential phases (orientation, identification, exploitation, and resolution) and incorporated a structured multidisciplinary team, a stepwise health education system, discharge preparation services, and evidence-based postoperative care. Post-discharge management integrated traditional Chinese medicine-based pain management, intelligent rehabilitation training, and evidence-based constipation management. After six months of intervention, the patient achieved satisfactory wound healing and optimal prosthesis positioning. Significant improvements were observed in pain, constipation, sleep, anxiety, hip function, self-care ability, and self-management competence. This approach established a closed-loop management system encompassing assessment, screening, referral, liaison, home visits, multidisciplinary collaboration, and continuous follow-up. This model bridges hospital-home care gap, enhances care continuity, and improves rehabilitation outcomes, thereby providing a replicable framework for the postoperative management of elderly surgical patients.

随着越来越多的老年患者接受髋关节置换术,传统护理往往面临着挑战,由于服务碎片化和不充分的连续性。基于Peplau的人际关系理论,探讨了一种80岁女性全髋关节置换术后的综合医院-家庭-社区管理模式。该护理模式分为四个连续阶段(定位、识别、开发和解决),并包括一个结构化的多学科团队、一个循序渐进的健康教育系统、出院准备服务和循证术后护理。出院后管理结合中医疼痛管理、智能康复训练、循证便秘管理。经过六个月的干预,患者获得了满意的伤口愈合和最佳的假体定位。在疼痛、便秘、睡眠、焦虑、髋关节功能、自我护理能力和自我管理能力方面均有显著改善。该方法建立了包括评估、筛查、转诊、联络、家访、多学科合作和持续随访在内的闭环管理系统。该模式弥补了医院与家庭护理之间的差距,提高了护理的连续性,改善了康复效果,从而为老年外科患者的术后管理提供了一个可复制的框架。
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引用次数: 0
Anesthesia Management for Emergency Cesarean Section in a Severely Obese Parturient with Refractory Hypertension: A Case Report 急诊剖宫产术麻醉处理合并难治性高血压的严重肥胖产妇1例报告
Q2 Medicine Pub Date : 2025-09-01 DOI: 10.24920/004412
Qian-Mei Zhu, Qian Shu, Zi-Jia Liu
Emergency cesarean section has always been a challenge for patients, surgeons, and anesthesiologists, as it endangers the safety of both parturients and fetuses. Obesity and hypertension are common among pregnant women, but severe obesity combined with refractory hypertension is very rare in clinical practice. The optimal anesthetic management strategy for obese pregnant women with a difficult airway and poorly controlled hypertension remains debatable. This report presents a 32-year-old woman with severe obesity and refractory hypertension at 36 weeks and 6 days of pregnancy. Owing to fetal heart rate abnormalities, she was scheduled for emergency cesarean section. Given the urgency of the fetal condition and the challenges posed by the patient's obesity for epidural puncture, the anesthesiologist opted for rapid sequence induction and tracheal intubation instead of intervertebral anesthesia. Shortacting antihypertensive medications were adminstrated preoperatively to control elevated blood pressure, and vasopressor agents were continuously infused during surgery to prevent severe hypotension induced by anesthetic drugs. The entire anesthesia and surgical procedure proceeded uneventfully, with no major adverse events observed. Both the patient and fetus achieved favorable outcomes. This case indicates that early anesthetic risk assessment and meticulous pre-delivery planning are paramount, necessitating personalized management of airway and hemodynamics to optimize outcomes in obese parturients.
紧急剖宫产对患者、外科医生和麻醉师来说一直是一个挑战,因为它危及孕妇和胎儿的安全。肥胖和高血压在孕妇中很常见,但重度肥胖合并难治性高血压在临床上非常罕见。对于患有气道困难和高血压控制不良的肥胖孕妇,最佳麻醉管理策略仍然是一个持续争论的主题。本报告报告了一位32岁的女性,在妊娠36周零6天时患有严重肥胖和难治性高血压。由于胎儿心率异常,她被安排紧急剖宫产。考虑到胎儿情况的紧迫性和患者肥胖对硬膜外穿刺带来的挑战,麻醉师选择了快速序列诱导和气管插管,而不是椎间麻醉。术前给予短效降压药控制血压升高,术中持续输注血管加压药物,防止麻醉药物引起的严重低血压。整个麻醉和手术过程顺利进行,没有观察到重大不良事件。患者和胎儿都获得了良好的结局。该病例表明,早期麻醉风险评估和细致的产前计划是至关重要的,需要个性化的气道和血流动力学管理,以优化肥胖产妇的预后。
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引用次数: 0
Artificial Intelligence Applications in Fangcang Shelter Hospitals: Opportunities and Challenges 人工智能在方舱方舱医院的应用:机遇与挑战。
Q2 Medicine Pub Date : 2025-09-01 DOI: 10.24920/004510
Ming Li , Xiao-Hu Li , Kai-Yuan Min , Jun-Tao Yang
Fangcang shelter hospitals are modular, rapidly deployable facilities that play a vital role in pandemic response by providing centralized isolation and basic medical care for large patient populations. Artificial intelligence (AI) has the potential to transform Fangcang shelter hospitals into intelligent, responsive systems that are capable of significantly improving emergency preparedness, operational efficiency, and patient outcomes. Key application areas include site selection and design optimization, clinical decision support, AI-assisted clinical documentation and patient engagement, intelligent robotics, and operational management. However, realizing AI's full potential requires overcoming several challenges, including limited data accessibility, privacy and governance concerns, inadequate algorithmic adaptability in dynamic emergency settings, insufficient transparency and accountability in AI-driven decisions, fragmented system architectures due to proprietary formats, high costs disproportionate to the temporary nature of Fangcang shelter hospitals, and hardware reliability in austere environments. Addressing these challenges demands standardized data-sharing frameworks, development of explainable and robust AI algorithms, clear ethical and legal oversight, interoperable modular system designs, and active collaboration among multidisciplinary stakeholders.
房仓方舱医院是模块化的、可快速部署的设施,通过为大量患者提供集中隔离和基本医疗服务,在大流行应对中发挥着至关重要的作用。人工智能(AI)有可能将方舱方舱医院转变为智能、响应迅速的系统,能够显著提高应急准备、运营效率和患者治疗效果。关键应用领域包括选址和设计优化、临床决策支持、人工智能辅助临床文档和患者参与、智能机器人和运营管理。然而,实现人工智能的全部潜力需要克服几个挑战,包括有限的数据可访问性、隐私和治理问题、动态紧急情况下的算法适应性不足、人工智能驱动决策的透明度和问责性不足、专有格式导致的系统架构碎片化、与方舱方舱医院的临时性质不成比例的高成本,以及恶劣环境下的硬件可靠性。应对这些挑战需要标准化的数据共享框架,开发可解释和强大的人工智能算法,明确的道德和法律监督,可互操作的模块化系统设计,以及多学科利益相关者之间的积极合作。
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引用次数: 0
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