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Role of artificial intelligence in critical care nutrition support and research. 人工智能在重症监护营养支持和研究中的作用。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-01 Epub Date: 2024-07-28 DOI: 10.1002/ncp.11194
Hannah D Kittrell, Ahmed Shaikh, Peter A Adintori, Paul McCarthy, Roopa Kohli-Seth, Girish N Nadkarni, Ankit Sakhuja

Nutrition plays a key role in the comprehensive care of critically ill patients. Determining optimal nutrition strategy, however, remains a subject of intense debate. Artificial intelligence (AI) applications are becoming increasingly common in medicine, and specifically in critical care, driven by the data-rich environment of intensive care units. In this review, we will examine the evidence regarding the application of AI in critical care nutrition. As of now, the use of AI in critical care nutrition is relatively limited, with its primary emphasis on malnutrition screening and tolerance of enteral nutrition. Despite the current scarcity of evidence, the potential for AI for more personalized nutrition management for critically ill patients is substantial. This stems from the ability of AI to integrate multiple data streams reflecting patients' changing needs while addressing inherent heterogeneity. The application of AI in critical care nutrition holds promise for optimizing patient outcomes through tailored and adaptive nutrition interventions. A successful implementation of AI, however, necessitates a multidisciplinary approach, coupled with careful consideration of challenges related to data management, financial aspects, and patient privacy.

营养在重症患者的全面护理中发挥着关键作用。然而,如何确定最佳营养策略仍是一个争论不休的话题。在重症监护室数据丰富的环境推动下,人工智能(AI)的应用在医学,特别是重症监护领域越来越普遍。在本综述中,我们将研究有关人工智能在重症监护营养学中应用的证据。到目前为止,人工智能在重症监护营养学中的应用还相对有限,其主要重点是营养不良筛查和肠内营养耐受性。尽管目前证据不足,但人工智能在重症患者个性化营养管理方面的潜力巨大。这是因为人工智能能够整合多种数据流,反映患者不断变化的需求,同时解决固有的异质性问题。将人工智能应用于重症监护营养有望通过量身定制和适应性营养干预来优化患者预后。然而,要成功实施人工智能,必须采用多学科方法,并认真考虑与数据管理、财务问题和患者隐私相关的挑战。
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引用次数: 0
Intestinal failure-associated liver disease: Current challenges in screening, diagnosis, and parenteral nutrition considerations. 肠功能衰竭相关肝病:当前在筛查、诊断和肠外营养方面面临的挑战。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-01 Epub Date: 2024-01-21 DOI: 10.1002/ncp.11116
Trevor Tabone, Peter Mooney, Clare Donnellan

Intestinal failure-associated liver disease (IFALD) is a serious life-limiting complication that can occur throughout the clinical course of intestinal failure and its management by parenteral nutrition (PN). Despite this, there is a lack of a standardized definition for IFALD, which makes this insidious condition increasingly difficult to screen and diagnose in clinical practice. Attenuating the progression of liver disease before the onset of liver failure is key to improving morbidity and mortality in these patients. This requires timely detection and promptly addressing reversible factors. Although there are various noninvasive tools available to the clinician to detect early fibrosis or cirrhosis in various chronic liver disease states, these have not been validated in the patient population with IFALD. Such tools include biochemical composite scoring systems for fibrosis, transient elastography, and dynamic liver function tests. This review article aims to highlight the existing real need for an accurate, reproducible method to detect IFALD in its early stages. In addition, we also explore the role PN plays in the pathogenesis of this complex multifactorial condition. Various aspects of PN administration have been implicated in the etiology of IFALD, including the composition of the lipid component, nutrient excess and deficiency, and infusion timing. We aim to highlight the clinical relevance of these PN-associated factors in the development of IFALD and how these can be managed to mitigate the progression of IFALD.

肠功能衰竭相关肝病(IFALD)是一种严重的危及生命的并发症,可发生在肠功能衰竭的整个临床过程以及肠外营养(PN)治疗过程中。尽管如此,IFALD 仍缺乏标准化的定义,这使得这种隐匿性疾病在临床实践中越来越难以筛查和诊断。在肝功能衰竭发生之前阻止肝病恶化是改善这类患者发病率和死亡率的关键。这需要及时发现并迅速处理可逆因素。虽然临床医生可以使用各种非侵入性工具来检测各种慢性肝病状态下的早期纤维化或肝硬化,但这些工具尚未在 IFALD 患者中得到验证。这些工具包括纤维化生化综合评分系统、瞬态弹性成像和动态肝功能检测。这篇综述文章旨在强调目前确实需要一种准确、可重复的方法来检测早期阶段的 IFALD。此外,我们还探讨了 PN 在这种复杂的多因素疾病的发病机制中扮演的角色。PN 给药的各个方面都与 IFALD 的病因有关,包括脂质成分的组成、营养过剩和缺乏以及输注时间。我们旨在强调这些与 PN 相关的因素在 IFALD 发病中的临床意义,以及如何管理这些因素以减轻 IFALD 的进展。
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引用次数: 0
Reducing extrauterine growth restriction in very preterm neonates: A before-after intervention study. 减少极早产新生儿宫外生长受限:干预前后对比研究
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-01 Epub Date: 2024-06-04 DOI: 10.1002/ncp.11165
Ketaki Nawlakhe Shrikant, Nithya Babu Gracy, Femitha Pournami, Ajai Kumar Prithvi, Anila V Panackal, Jyothi Prabhakar, Naveen Jain

Background: Focus on preterm nutrition strategies is imperative. Extrauterine growth restriction (EUGR) is a clinically relevant, but seemingly elusive consequence, often used to benchmark and compare outcomes.

Methods: This before-after observational study was designed to study the effect of a multipronged updated "nutrition care bundle" in very preterm infants on rate of EUGR compared with a cohort from a previous period. Eligible participants were neonates born at <32 weeks' gestation who completed care in the unit; a retrospective group from a previous period and a prospective cohort after implementation of the bundle were included. The bundle constituted of three key areas: (1) aggressive parenteral nutrition with high-dose amino acids and lipids from day 1, (2) "rapid-escalation" enteral feed regimens including earlier introduction of human milk fortifier (at 40-ml/kg/day feeds), and (3) colostrum mouth paint and structured oromotor stimulation to promote oral feeding. EUGR was defined as a z score difference of >-1 in weight for postmenstrual age (PMA) at discharge and at birth.

Results: Data of 116 infants were retrieved for the retrospective group; 103 infants were included in the prospective group. EUGR was reduced from 71% to 58% (P = 0.039) after implementation of the bundle. Infants in the prospective group achieved full oral feeds at earlier PMA (P < 0.001) and were discharged at earlier PMA (P = 0.002).

Conclusions: The proportion of neonates with EUGR was reduced significantly after implementation of the revised nutrition care bundle. Achievement of full oral feeds and discharge readiness were earlier in the prospective group.

背景:关注早产儿营养策略势在必行。宫外生长受限(EUGR)是一种与临床相关但看似难以捉摸的后果,经常被用来作为基准和比较结果:这项前后对比的观察性研究旨在研究在极早产儿中采用多管齐下的最新 "营养护理包 "对宫外生长受限率的影响。符合条件的参与者为出院时和出生时月经后年龄(PMA)体重为-1的新生儿:结果:回顾性研究组获得了 116 名婴儿的数据;前瞻性研究组获得了 103 名婴儿的数据。实施捆绑包后,EUGR 从 71% 降至 58%(P = 0.039)。前瞻性组的婴儿在较早的 PMA(P=0.039)时就实现了全口喂养:实施修订后的营养护理捆绑包后,患有发育迟缓的新生儿比例明显降低。前瞻性组婴儿更早地实现全口喂养并准备出院。
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引用次数: 0
Gut instinct: Navigating the landscape of parenteral support in short bowel syndrome. 肠道直觉:短肠综合征肠外支持的导航。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-01 Epub Date: 2024-05-08 DOI: 10.1002/ncp.11157
Jamie Bering, Sherry Tarleton, John K DiBaise

Depending on the remaining bowel anatomy and the degree of bowel adaptation, patients with short bowel syndrome (SBS) may require parenteral nutrition (PN) and/or intravenous fluid support, sometimes temporarily and sometimes permanently. Although the use of parenteral support in SBS is often lifesaving, it is not without its limitations. Herein, we undertake a focused review of several issues related to use of parenteral support in patients with SBS, including initiation of parenteral support, considerations when formulating PN, select complications, short-term and long-term nutrition monitoring, and weaning strategies.

根据剩余肠道解剖结构和肠道适应程度,短肠综合征(SBS)患者可能需要肠外营养(PN)和/或静脉输液支持,有时是暂时性的,有时是永久性的。虽然肠外支持在 SBS 患者中的应用常常能挽救生命,但它也并非没有局限性。在此,我们将重点回顾与 SBS 患者使用肠外支持相关的几个问题,包括肠外支持的启动、配制 PN 时的注意事项、选择性并发症、短期和长期营养监测以及断奶策略。
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引用次数: 0
Validating the use of body mass index with computed tomography in a racially and ethnically diverse cohort of patients admitted with SARS-CoV-2. 在不同种族和族裔的 SARS-CoV-2 入院患者中验证体质指数与计算机断层扫描的应用。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-01 Epub Date: 2024-06-15 DOI: 10.1002/ncp.11164
Patricia Sheean, Paula O'Connor, Cara Joyce, Amy Wozniak, Vasilios Vasilopoulos A, Jared Seigal, Perry Formanek

Background: Body mass index (BMI) is criticized for being unjust and biased in relatively healthy racial and ethnic groups. Therefore, the current analysis examines if BMI predicts body composition, specifically adiposity, in a racially and ethnically diverse acutely ill patient population.

Methods: Patients admitted with SARS-CoV-2 having an evaluable diagnostic chest, abdomen, and/or pelvic computed tomography (CT) study (within 5 days of admission) were included in this retrospective cohort. Cross-sectional areas (centimeters squared) of the subcutaneous adipose tissue (SAT), visceral adipose tissue (VAT), and intramuscular adipose tissue (IMAT) were quantified. Total adipose tissue (TAT) was calculated as sum of these areas. Admission height and weight were applied to calculate BMI, and self-reported race and ethnicity were used for classification. General linear regression models were conducted to estimate correlations and assess differences between groups.

Results: On average, patients (n = 134) were aged 58.2 (SD = 19.1) years, 60% male, and racially and ethnically diverse (33% non-Hispanic White [NHW], 33% non-Hispanic Black [NHB], 34% Hispanic). Correlations between BMI and SAT and BMI and TAT were strongest revealing estimates of 0.707 (0.585, 0.829) and 0.633 (0.534, 0.792), respectively. When examining the various adiposity compartments across race and ethnicity, correlations were similar and significant differences were not detected for TAT with SAT, VAT, or IMAT (all P ≥ 0.05).

Conclusions: These findings support the routine use of applying BMI as a proxy measure of total adiposity for acutely ill patients identifying as NHW, NHB, and Hispanic. Our results inform the validity and utility of this tool in clinical nutrition practice.

背景:身体质量指数(BMI)在相对健康的种族和民族群体中被批评为不公正和有偏见。因此,本次分析研究了 BMI 是否能预测不同种族和民族的急性病患者的身体成分,特别是脂肪含量:方法:本回顾性队列纳入了入院 5 天内进行过胸部、腹部和/或盆腔计算机断层扫描(CT)诊断评估的 SARS-CoV-2 患者。对皮下脂肪组织(SAT)、内脏脂肪组织(VAT)和肌肉内脂肪组织(IMAT)的横截面积(厘米平方)进行了量化。脂肪组织总量(TAT)按这些面积的总和计算。入院时的身高和体重用于计算体重指数,自我报告的种族和民族用于分类。采用一般线性回归模型估算相关性并评估组间差异:患者(n = 134)的平均年龄为 58.2(SD = 19.1)岁,60% 为男性,种族和民族多样化(33% 为非西班牙裔白人 [NHW],33% 为非西班牙裔黑人 [NHB],34% 为西班牙裔)。BMI 与 SAT 和 BMI 与 TAT 之间的相关性最强,估计值分别为 0.707 (0.585, 0.829) 和 0.633 (0.534, 0.792)。在研究不同种族和族裔的各种脂肪含量时,相关性相似,TAT 与 SAT、VAT 或 IMAT 之间未发现显著差异(所有 P 均≥0.05):这些研究结果支持将体重指数(BMI)作为急性病患者(NHW、NHB 和西班牙裔)总脂肪量的常规替代测量方法。我们的研究结果为该工具在临床营养实践中的有效性和实用性提供了参考。
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引用次数: 0
Sleep and home parenteral nutrition in adults: A narrative review. 成人睡眠与家庭肠外营养:叙述性综述。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-01 Epub Date: 2024-06-27 DOI: 10.1002/ncp.11181
Hassan S Dashti

Infusions of home parenteral nutrition (HPN) are often cycled at night coinciding with sleep episodes. Adult consumers of HPN are known to experience poor sleep attributed to frequent awakenings and long durations of wakefulness after falling asleep. Consequently, most consumers do not meet recommendations for sleep duration and quality or daytime napping. The primary underlying pathophysiology resulting in sleep problems is nocturia; however, other factors also exist, including disruptions caused by medical equipment (ie, pump alarms), comorbid conditions, dysglycemia, and medication use. Early guidance on sleep is imperative because of the central role of sleep in physical health and wellbeing, including mitigating complications, such as infection risk, gastrointestinal problems, pain sensitivity, and fatigue. Clinicians should routinely inquire about the sleep of their patients and address factors known to perturb sleep. Nonpharmacologic opportunities to mitigate sleep problems include education on healthy sleep practices (ie, sleep hygiene); changes in infusion schedules, volumes, rates, and equipment; and, possibly, behavioral interventions, which have yet to be examined in this population. Addressing comorbid conditions, such as mood disorders, and nutrition deficiencies may also help. Pharmacologic interventions and technological advancement in HPN delivery are also needed. Research on sleep in this population is considered a priority, yet it remains limited at this time.

家用肠外营养液(HPN)的输注通常在夜间睡眠时进行。众所周知,使用 HPN 的成人会因频繁觉醒和入睡后长时间清醒而睡眠不佳。因此,大多数消费者的睡眠时间和质量或白天小睡时间都不符合建议。夜尿症是导致睡眠问题的主要潜在病理生理学因素,但也存在其他因素,包括医疗设备(即泵报警器)、合并症、血糖异常和药物使用造成的干扰。由于睡眠在身体健康和福祉方面发挥着核心作用,包括减少感染风险、胃肠道问题、疼痛敏感性和疲劳等并发症,因此必须及早提供睡眠指导。临床医生应定期询问患者的睡眠情况,并解决已知的干扰睡眠的因素。缓解睡眠问题的非药物治疗方法包括健康睡眠方法教育(即睡眠卫生);改变输液时间、输液量、输液速度和输液设备;以及可能的行为干预,但这些方法在此类人群中尚有待研究。解决合并症(如情绪障碍和营养缺乏)也可能有所帮助。此外,还需要药物干预和 HPN 输送技术的进步。对这一人群的睡眠研究被认为是当务之急,但目前仍很有限。
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引用次数: 0
Use of technology in neonatal nutrition. 在新生儿营养中使用技术。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-01 Epub Date: 2024-06-17 DOI: 10.1002/ncp.11176
Cristina Miller, Erin Plummer, Jenna Platek, Steffi Arneson

There have been rapidly expanding uses of technology to enhance and improve nutrition in our smallest patients. Optimized nutrition in the neonatal patient is linked to improved outcomes, specifically neurodevelopmental outcomes and decreased length of stay. Despite advances in neonatal care that have improved survival, many patients being discharged from the neonatal intensive care unit are doing so with poor postnatal growth. Because the neonatal brain doubles in size from 20 weeks gestation to term, it is essential to focus care efforts on nutrition to optimize brain growth and development. This review focuses on three exciting areas of neonatal research, including the analysis of macronutrients in breast milk, measurement of body composition, and use of telemedicine.

在加强和改善最小病人的营养方面,技术的应用正在迅速扩大。优化新生儿患者的营养与改善预后有关,特别是神经发育预后和缩短住院时间。尽管新生儿护理方面的进步提高了存活率,但许多从新生儿重症监护室出院的患者产后生长状况不佳。由于从妊娠 20 周到足月,新生儿大脑的大小会增加一倍,因此必须将护理工作的重点放在营养上,以优化大脑的生长和发育。本综述重点关注新生儿研究的三个令人兴奋的领域,包括母乳中宏量营养素的分析、身体成分的测量和远程医疗的使用。
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引用次数: 0
The lingering safety menace: A 10-year review of enteral misconnection adverse events and narrative review. 挥之不去的安全威胁:肠道错接不良事件 10 年回顾和叙述性回顾。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-01 Epub Date: 2024-07-18 DOI: 10.1002/ncp.11191
Stacie Ethington, Amanda Volpe, Peggi Guenter, Debora Simmons

In 2011, "Tubing Misconnections: Normalization of Deviance" reported >100 cases of enteral tubing misconnections leading to patient harm. Despite development of safer enteral device connectors, 96 new cases of enteral misconnections have been published since 2011. Publication and safety databases were searched for reports from 2011 to 2023. Reported misconnections lead to death in 4% of the cases and survival with harm were reported in 69% of cases. Reported misconnections occurred more often in infants and children than in adults. This article outlines why these misconnections happen, the history of the issue and development of safer connector standards, the safety threats and recommendations associated with the new cases, current conversion rates, and process steps, education, and resources for the conversion to safer connectors for enteral nutrition devices.

2011 年,"管道错接:偏差的正常化 "报告了超过 100 例导致患者受伤的肠管错接案例。尽管开发出了更安全的肠道器械连接器,但自 2011 年以来,又发表了 96 例新的肠道错接病例。我们在出版物和安全数据库中搜索了 2011 年至 2023 年的报告。报告的误连接导致死亡的病例占 4%,存活并造成伤害的病例占 69%。与成人相比,报告的误连接更多发生在婴儿和儿童身上。本文概述了发生这些错接的原因、该问题的历史和更安全连接器标准的发展、与新病例相关的安全威胁和建议、当前的转换率,以及肠内营养设备转换为更安全连接器的流程步骤、教育和资源。
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引用次数: 0
Micronutrient supplementation in patients with malabsorptive conditions. 吸收不良患者的微量营养素补充。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-01 Epub Date: 2024-07-14 DOI: 10.1002/ncp.11190
Gabriela Gardner

Patients with malabsorptive conditions can develop micronutrient deficiencies, even if they receive vitamins, minerals, or trace elements through their enteral or parenteral nutrition. Additionally, clinicians have faced challenges with micronutrient supplementation during parenteral product shortages and when transitioning patients from parenteral to enteral/oral nutrition. Evaluating micronutrient deficiencies through laboratory markers has various limitations, including that many are acute phase reactants, may not reflect storage status, or may not be readily available in clinical practice. Furthermore, clinicians can become overwhelmed with the variety of vitamin and mineral products available, the differences in dosages and ingredients in these products, and lastly, the inherent challenges associated with an impaired gastrointestinal tract. The current review will discuss some challenges clinicians may encounter in clinical practice during the evaluation, assessment, and prescription of micronutrient supplementation in patients with malabsorptive conditions.

吸收不良的患者即使通过肠内或肠外营养获得维生素、矿物质或微量元素,也会出现微量营养素缺乏症。此外,临床医生在肠外营养品短缺时以及病人从肠外营养过渡到肠内/口服营养时,也面临着微量营养素补充的挑战。通过实验室指标来评估微量营养素缺乏症有各种局限性,包括许多指标是急性期反应物,可能无法反映储存状态,或者在临床实践中可能无法随时获得。此外,临床医生可能会因为维生素和矿物质产品种类繁多、这些产品的剂量和成分各不相同而不知所措,最后,胃肠道受损也会带来固有的挑战。本综述将讨论临床医生在临床实践中对吸收不良患者进行微量营养素补充的评估、评价和处方时可能遇到的一些挑战。
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引用次数: 0
Role of the neonatal registered dietitian nutritionist in Canada: A description of staffing and a comparison to practices in the United States. 加拿大新生儿注册营养师的作用:人员配备说明及与美国做法的比较。
IF 2.1 4区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2024-10-01 Epub Date: 2024-07-15 DOI: 10.1002/ncp.11182
Stephanie Merlino Barr, Rosa K Hand, Tanis R Fenton, Sharon Groh-Wargo

Background: Neonatal registered dietitian nutritionists (RDNs) are critical members of the neonatal intensive care unit (NICU) team. Ideal RDN staffing levels are unknown. Current staffing levels of neonatal RDNs in Canadian NICUs have not been recently reported. The objective of this study was to describe neonatal RDN staffing and responsibilities in Canada and contrast these findings with those of neonatal RDNs in the United States.

Methods: An online cross-sectional neonatal RDN survey was performed in the Fall of 2021 to collect hospital-level and individual-RDN-level data. Descriptive statistics were performed to summarize Canadian neonatal RDN staffing levels and responsibilities and compared with US findings.

Results: Canadian RDNs reported a median staffing ratio of 25.3 NICU beds per RDN full-time equivalent, with neonatal RDNs reporting a desired 31% increase in staffing. The majority of Canadian NICUs (n = 20/24) reported having a dedicated space to prepare infant feeds away from bedside. Canadian neonatal RDNs reported wanting to expand their responsibilities in research, administration, and education. Canadian neonatal RDNs reported a higher rate of order writing privileges as compared with that of US neonatal RDNs.

Conclusion: Canadian neonatal RDNs reported a desired increase in their staffing levels. Neonatal RDNs have the potential to expand their professional role but require additional staffing, dedicated time, and compensation to support this. Further research determining the optimal neonatal RDN staffing ratio to maximize patient outcomes is required.

背景:新生儿注册营养师(RDN)是新生儿重症监护室(NICU)团队的重要成员。理想的 RDN 人员配备水平尚不清楚。加拿大新生儿重症监护病房目前的新生儿注册营养师人员配备水平最近尚未见报道。本研究旨在描述加拿大新生儿研发护士的人员配备和职责,并将这些结果与美国新生儿研发护士的人员配备和职责进行对比:方法: 2021 年秋季进行了一项在线横断面新生儿康复护士调查,以收集医院层面和康复护士个人层面的数据。通过描述性统计总结了加拿大新生儿康复师的人员配备水平和职责,并与美国的调查结果进行了比较:结果:加拿大新生儿康复师报告的人员配备比中位数为每名相当于全职康复师的新生儿重症监护病房床位数为 25.3 张,新生儿康复师报告希望增加 31% 的人员配备。大多数加拿大新生儿重症监护室(n = 20/24)都报告说有一个远离床边的专用空间来准备婴儿喂养。加拿大新生儿营养师表示希望扩大他们在研究、管理和教育方面的职责。与美国新生儿营养师相比,加拿大新生儿营养师拥有较高的医嘱书写权限:结论:加拿大新生儿研发护士希望增加人员编制。新生儿研发护士有潜力扩展其专业角色,但需要额外的人员配备、专门的时间和报酬来支持。需要进一步研究确定新生儿康复营养师的最佳人员配备比例,以最大限度地提高患者的治疗效果。
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引用次数: 0
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Nutrition in Clinical Practice
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