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	<title>neonatal intensive care units challenges &#8211; Science</title>
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	<title>neonatal intensive care units challenges &#8211; Science</title>
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		<title>Improving Infant Data Collection for NICU Equity</title>
		<link>https://scienmag.com/improving-infant-data-collection-for-nicu-equity/</link>
		
		<dc:creator><![CDATA[SCIENMAG]]></dc:creator>
		<pubDate>Mon, 18 May 2026 12:15:31 +0000</pubDate>
				<category><![CDATA[Medicine]]></category>
		<category><![CDATA[Pediatry]]></category>
		<category><![CDATA[caregiver-reported infant information]]></category>
		<category><![CDATA[culturally sensitive data collection methods]]></category>
		<category><![CDATA[improving neonatal clinical outcomes]]></category>
		<category><![CDATA[infant demographic data collection]]></category>
		<category><![CDATA[neonatal intensive care units challenges]]></category>
		<category><![CDATA[NICU healthcare equity]]></category>
		<category><![CDATA[perinatal healthcare research 2026]]></category>
		<category><![CDATA[pilot study on infant data accuracy]]></category>
		<category><![CDATA[race and ethnicity in NICU data]]></category>
		<category><![CDATA[reducing healthcare disparities in NICU]]></category>
		<category><![CDATA[socioeconomic factors in neonatal care]]></category>
		<category><![CDATA[targeted interventions for neonatal health equity]]></category>
		<guid isPermaLink="false">https://scienmag.com/improving-infant-data-collection-for-nicu-equity/</guid>

					<description><![CDATA[In a groundbreaking leap toward equitable healthcare in neonatal settings, recent research unveils an innovative approach to enhancing the accuracy and reliability of infant demographic data collection, as reported in a 2026 study by Barcroft, M., Davis, B., Bapat, R., and colleagues in the Journal of Perinatology. This pilot study addresses a critical yet often [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>In a groundbreaking leap toward equitable healthcare in neonatal settings, recent research unveils an innovative approach to enhancing the accuracy and reliability of infant demographic data collection, as reported in a 2026 study by Barcroft, M., Davis, B., Bapat, R., and colleagues in the Journal of Perinatology. This pilot study addresses a critical yet often overlooked aspect of neonatal intensive care units (NICUs): the collection of caregiver-reported demographic information of infants, a fundamental determinant for tailoring clinical care and ensuring equity in health outcomes.</p>
<p>Neonatal intensive care units stand at the forefront of specialized medical intervention for the most vulnerable patients—newborns requiring critical care due to prematurity, congenital anomalies, or other serious conditions. Within this delicate clinical ecosystem, demographic information such as race, ethnicity, language, and socioeconomic background plays a pivotal role. It influences not only clinical decision-making but also the implementation of targeted interventions aimed at reducing healthcare disparities among infant populations. Yet, challenges have long existed in acquiring precise, comprehensive demographic data directly from caregivers during the acute stress of neonatal hospitalization.</p>
<p>The study introduces a meticulously designed pilot program that integrates structured caregiver interviews and refined data collection tools to engage families with compassion and clarity. By employing culturally sensitive communication techniques and digital data capture technologies, the authors have demonstrated a remarkable, sustained improvement in the quality of demographic data reporting. The refined process ensures that caregivers can provide detailed, accurate information without the burden of jargon or administrative complexity—thereby enhancing the reliability of data critical for epidemiological and outcome-based analyses.</p>
<p>Integral to this advancement is the recognition of the NICU environment’s profound impact on caregivers. Hospitalization of a newborn in the NICU often coincides with significant psychological distress for families, complexities in communication, and potential mistrust in healthcare processes. The researchers’ approach accounts for these variables by incorporating empathetic engagement strategies and iterative feedback loops with caregivers. This patient-centered methodology not only improves data accuracy but also fosters a supportive atmosphere conducive to better clinical collaboration.</p>
<p>Technical examination of the data collection algorithm reveals the strategic incorporation of adaptive questioning pathways. These pathways dynamically adjust queries based on real-time caregiver responses, thereby mitigating respondent fatigue and minimizing errors associated with repetitive questioning. The integration of electronic health record (EHR) interfaces further streamlines the process, allowing direct translation of caregiver inputs into structured data fields accessible for ongoing clinical use and retrospective research.</p>
<p>Notably, the research casts light on the critical concept of “information asymmetry” in NICUs. Historically, disparities in data quality have contributed to gaps in recognizing sociocultural determinants of neonatal health outcomes. By leveling this field through enhanced demographic capture, the study paves the way for more equitable resource allocation and personalized treatment protocols, potentially transforming NICU care paradigms worldwide.</p>
<p>From a methodological perspective, the pilot’s longitudinal framework extends beyond initial implementation, tracking data collection fidelity over several months. This durability analysis highlights that the improvements are neither ephemeral nor superficial but represent foundational shifts in communication and data management practices. It suggests scalability and replicability potential in diverse NICU environments, including resource-limited settings where accurate demographic data have often been elusive.</p>
<p>Moreover, this study underscores the intersection of technological innovation and ethical healthcare delivery. The balance between technological efficiency and maintaining caregiver dignity is delicately maintained through user-centric design. The application’s interface displays multilingual support, context-sensitive help prompts, and privacy safeguards that align with global data protection standards, reassuring caregivers about confidentiality and data use.</p>
<p>One of the more profound implications of this research is its contribution to reducing health inequities observed in neonatal outcomes. By ensuring that demographic variabilities are accurately recorded and considered, neonatal care teams can better identify trends such as differential rates of morbidity and mortality linked to racial or socioeconomic factors. This foundational data fuels quality improvement initiatives and informs public health strategies aimed at narrowing equity gaps.</p>
<p>This pilot initiative also opens new avenues for interprofessional collaboration within NICUs, uniting clinicians, social workers, data scientists, and health informaticians in a synergistic effort to optimize infant care. By involving multidisciplinary teams in the design and implementation of data collection tools, the program fosters a comprehensive approach that respects the complexity of neonatal care environments.</p>
<p>Furthermore, the authors discuss the potential for integration of their enhanced demographic data framework with broader health information networks. Such integration would allow longitudinal tracking of infant outcomes beyond the NICU, supporting longitudinal research into the social determinants of health from birth through early childhood development. This holistic perspective is invaluable in crafting interventions that extend the impact of NICU care into lifelong health trajectories.</p>
<p>Critically, the study’s findings prompt a reevaluation of institutional policies on demographic data collection within pediatric care settings. Hospitals and healthcare systems are encouraged to adopt similar models, recognizing that accurate demographic insight is not mere administrative paperwork, but a clinical imperative deeply tied to patient-centered care and equity.</p>
<p>In conclusion, this pioneering research articulates a visionary step toward enhancing demographic data collection in NICUs, embodying the fusion of humanity, technology, and scientific rigor. Its sustained improvements offer a replicable template poised to reshape neonatal care by embedding equity at its core, ultimately striving for a future where every infant’s health outcome is optimized by understanding their unique social and demographic context.</p>
<p>Subject of Research:<br />
Article Title:<br />
Article References:<br />
Barcroft, M., Davis, B., Bapat, R. et al. Sustained improvement in caregiver-reported infant demographic collection: a pilot towards equitable outcomes in the neonatal intensive care unit. J Perinatol (2026). https://doi.org/10.1038/s41372-026-02676-z<br />
Image Credits: AI Generated<br />
DOI: 18 May 2026<br />
Keywords: neonatal intensive care, demographic data collection, health equity, caregiver engagement, electronic health records, social determinants of health</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">159506</post-id>	</item>
		<item>
		<title>Tiny Babies, Huge Bills: NICU’s Crucial Role</title>
		<link>https://scienmag.com/tiny-babies-huge-bills-nicus-crucial-role/</link>
		
		<dc:creator><![CDATA[SCIENMAG]]></dc:creator>
		<pubDate>Mon, 26 Jan 2026 17:18:23 +0000</pubDate>
				<category><![CDATA[Medicine]]></category>
		<category><![CDATA[Pediatry]]></category>
		<category><![CDATA[advances in neonatal medicine]]></category>
		<category><![CDATA[economic realities of NICU care]]></category>
		<category><![CDATA[ethical considerations in NICU]]></category>
		<category><![CDATA[healthcare system resource allocation]]></category>
		<category><![CDATA[high costs of infant healthcare]]></category>
		<category><![CDATA[long-term outcomes for preterm infants]]></category>
		<category><![CDATA[neonatal care technology impact]]></category>
		<category><![CDATA[neonatal intensive care units challenges]]></category>
		<category><![CDATA[NICU care financial implications]]></category>
		<category><![CDATA[premature infant survival rates]]></category>
		<category><![CDATA[specialized clinical teams in NICUs]]></category>
		<category><![CDATA[vulnerable patient support systems]]></category>
		<guid isPermaLink="false">https://scienmag.com/tiny-babies-huge-bills-nicus-crucial-role/</guid>

					<description><![CDATA[In the quiet hum of neonatal intensive care units (NICUs) around the globe, a profound and complex narrative unfolds daily—one that intertwines advances in medicine with economic realities, ethical considerations, and the very fabric of healthcare systems. The article &#8220;Tiny babies, big bills: the vital role of the NICU in sustaining lives and health systems,&#8221; [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>In the quiet hum of neonatal intensive care units (NICUs) around the globe, a profound and complex narrative unfolds daily—one that intertwines advances in medicine with economic realities, ethical considerations, and the very fabric of healthcare systems. The article &#8220;Tiny babies, big bills: the vital role of the NICU in sustaining lives and health systems,&#8221; published recently in the <em>Journal of Perinatology</em>, delves into the indispensable, yet financially daunting, role NICUs play in supporting the most vulnerable patients: premature and critically ill newborns.</p>
<p>NICUs represent a pinnacle of neonatal medicine, equipped with cutting-edge technology and staffed by specialized clinical teams who vigilantly monitor and treat infants at the edge of viability. These units have transformed survival rates for preterm infants born at less than 28 weeks&#8217; gestational age, turning what was once a near-certain mortality into signals of hope and life. The article emphasizes how the delicate balance between technology, expert care, and resource allocation comes under strain as hospitals and health systems strive to manage the skyrocketing costs associated with such intensive care.</p>
<p>The financial implications of NICU care are staggering. Infants admitted to these specialized units often require prolonged hospital stays, sometimes lasting weeks or even months. This extended care involves sophisticated respiratory support such as high-frequency ventilation and extracorporeal membrane oxygenation (ECMO), complex parenteral nutrition regimens, and constant monitoring for complications that range from bronchopulmonary dysplasia to retinopathy of prematurity. Each intervention, while essential for survival, exponentially increases the cost per infant, contributing to what the authors term &#8220;tiny babies, big bills.&#8221;</p>
<p>Beyond the technological and clinical demands, the article explores how NICU expenditure deeply impacts health systems financially and operationally. Hospitals face a challenging paradox: the imperative to offer state-of-the-art neonatal care collides with budgetary constraints and the broader pressures of healthcare sustainability. Particularly in public health systems with limited resources, the cost per quality-adjusted life year (QALY) saved by NICU interventions can raise difficult questions about allocation and equitable access to care. The financial crisis underscored by NICU care is not merely about sums on ledgers but implicates critical policy decisions affecting healthcare planning and equity.</p>
<p>Moreover, the authors outline how the NICU acts as a microcosm where ethical dilemmas emerge with intensity. Decisions surrounding the initiation or continuation of intensive life-sustaining treatments for extremely premature infants often involve weighing medical benefits against potential long-term morbidities and the emotional and financial impact on families. The article discusses the nuanced, often heart-wrenching conversations clinicians engage in with parents, highlighting the importance of integrative decision-making frameworks that respect family values while grounded in evidence-based prognosis.</p>
<p>Remarkably, despite these formidable challenges, NICUs epitomize the success of modern perinatal medicine. Survival rates have improved dramatically over the past few decades, thanks to innovations in antenatal corticosteroid administration, surfactant therapy, and the development of gentle ventilation strategies. These medical breakthroughs illustrate the progress made but simultaneously amplify the complexities of sustaining such high-level care universally.</p>
<p>The authors also scrutinize the broader systemic implications, noting that NICUs may serve as indicators of a health system’s maturity and responsiveness. The availability and accessibility of NICU services reflect societal values placed on neonatal survival and long-term health outcomes. As survival rates improve, the emerging demographic of former NICU graduates places new demands on healthcare and educational infrastructures, underlining the lifelong continuum of care required for this population.</p>
<p>An intriguing component of the analysis is consideration of innovations beyond the bedside. The article highlights ongoing research into cost-effective technologies, telemedicine-enabled neonatal consultations, and regionalized care models designed to optimize resource use while preserving quality of care. These strategies aim to strike a sustainable balance, providing equitable access to NICU services without overwhelming health budgets or compromising medical outcomes.</p>
<p>The psychological and economic impacts on families of NICU-admitted infants receive careful attention as well. Parents frequently face prolonged stress, financial hardship, and disruption of family dynamics. The article underscores the importance of integrating social support services and mental health resources into neonatal care programs, thereby enhancing holistic family-centered approaches that recognize the intrinsic link between infant health and familial well-being.</p>
<p>Health policy architects are urged to consider these findings seriously. Investments in NICU infrastructure and workforce development are indispensable, but equally critical is designing financing mechanisms that distribute costs fairly and foster sustainable growth. Public-private partnerships, innovative insurance models, and outcome-based funding could be pathways to ensure NICUs remain a cornerstone of neonatal care without imposing unmanageable burdens on health systems.</p>
<p>Reflecting on the global landscape, disparities in NICU access and quality are profound. The gap between resource-rich nations equipped with highly specialized centers and low-resource settings where basic neonatal care is elusive highlights stark inequalities. The article advocates for international collaborations and scalable interventions adapted to diverse contexts to mitigate neonatal mortality worldwide, reaffirming the global commitment to the United Nations Sustainable Development Goals regarding child health.</p>
<p>In conclusion, the article presents the NICU as both a beacon of clinical innovation and a reflection of systemic challenges. The survival of tiny babies is a triumph of science, yet the remarkable advances compel urgent conversations about cost, ethics, equity, and the future of healthcare systems. Policymakers, clinicians, and researchers are called upon to innovate not only in medicine but also in healthcare delivery and financing to ensure that every neonate has the best chance at life without insurmountable financial barriers.</p>
<p>The map of neonatal care is continuously evolving as new technologies emerge, and societal values shift. How societies respond to the challenges highlighted in this article will define the trajectory of neonatal health for generations to come. The NICU’s pivotal role in sustaining lives and health systems cannot be overstated; it is a testament to human ingenuity, compassion, and the relentless pursuit of saving the smallest among us.</p>
<hr />
<p><strong>Article References</strong>:<br />
Lakshminrusimha, S., Harlow, A.B. Tiny babies, big bills: the vital role of the NICU in sustaining lives and health systems. <em>J Perinatol</em> (2026). <a href="https://doi.org/10.1038/s41372-026-02559-3">https://doi.org/10.1038/s41372-026-02559-3</a></p>
<p><strong>Image Credits</strong>: AI Generated</p>
<p><strong>DOI</strong>: 10.1038/s41372-026-02559-3</p>
]]></content:encoded>
					
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">131227</post-id>	</item>
		<item>
		<title>Oxygen Therapy Risks Linked to Aggressive Preterm Retinopathy</title>
		<link>https://scienmag.com/oxygen-therapy-risks-linked-to-aggressive-preterm-retinopathy/</link>
		
		<dc:creator><![CDATA[SCIENMAG]]></dc:creator>
		<pubDate>Fri, 18 Jul 2025 14:23:57 +0000</pubDate>
				<category><![CDATA[Pediatry]]></category>
		<category><![CDATA[abnormal retinal blood vessel development]]></category>
		<category><![CDATA[aggressive retinopathy of prematurity]]></category>
		<category><![CDATA[low-risk preterm neonates and A-ROP]]></category>
		<category><![CDATA[neonatal healthcare advancements]]></category>
		<category><![CDATA[neonatal intensive care units challenges]]></category>
		<category><![CDATA[oxygen therapy protocols in NICUs]]></category>
		<category><![CDATA[oxygen therapy risks in neonatal care]]></category>
		<category><![CDATA[pathophysiology of retinopathy of prematurity]]></category>
		<category><![CDATA[retinal health complications in premature infants]]></category>
		<category><![CDATA[ROP and preterm infants]]></category>
		<category><![CDATA[ROP severity factors]]></category>
		<category><![CDATA[vision loss prevention in neonates]]></category>
		<guid isPermaLink="false">https://scienmag.com/oxygen-therapy-risks-linked-to-aggressive-preterm-retinopathy/</guid>

					<description><![CDATA[In the delicate world of neonatal care, the intersection of advanced medical technology and fragile infant health often presents complex challenges. Among these, retinopathy of prematurity (ROP) remains a glaring threat to the sight of preterm infants, potentially leading to blindness if not carefully managed. Emerging from this landscape is a particularly daunting variant known [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>In the delicate world of neonatal care, the intersection of advanced medical technology and fragile infant health often presents complex challenges. Among these, retinopathy of prematurity (ROP) remains a glaring threat to the sight of preterm infants, potentially leading to blindness if not carefully managed. Emerging from this landscape is a particularly daunting variant known as aggressive retinopathy of prematurity (A-ROP), a rapidly progressing and severe form of the disease that has traditionally been linked to extremely premature and high-risk neonates. However, a groundbreaking new study expands our understanding by spotlighting how A-ROP can manifest even in low-risk preterm neonates, raising profound questions about current oxygen therapy protocols in neonatal intensive care units (NICUs).</p>
<p>ROP is a disease characterized by abnormal development of retinal blood vessels in premature infants. Its pathophysiology centers on the interrupted vascularization of the immature retina, leading to disorganized angiogenesis that can culminate in retinal detachment and vision loss. Historically, ROP severity correlates with gestational age and birth weight, with the most vulnerable infants being those born before 28 weeks of gestation or with birth weights below 1500 grams. Still, the subset of A-ROP is particularly notorious for its fulminant progression and resistance to conventional treatments, making early detection and understanding of risk factors crucial.</p>
<p>Lee, Oh, Lee, and colleagues offer a compelling foray into this enigmatic terrain with their recent publication in Pediatric Research. The team concentrated on the subset of low-risk preterm neonates—those who, by traditional metrics, might be considered at a lower risk of developing ROP—yet who still manifest A-ROP. This shift challenges long-held paradigms and underscores the need to reassess the assumptions guiding neonatal oxygen administration strategies.</p>
<p>Oxygen therapy remains a cornerstone of preterm infant care, essential for maintaining adequate tissue oxygenation amidst immature lung function. Yet, oxygen is also a double-edged sword; inappropriate oxygen levels can precipitate oxidative stress and disrupt the delicate balance of angiogenetic factors in the retina. Excess oxygen can induce hyperoxia-induced vaso-obliteration, while its subsequent withdrawal can stimulate compensatory neovascularization, central mechanisms driving the progression of ROP. The study by Lee et al. focuses on dissecting how specific oxygen therapy regimens may inadvertently foster the development of A-ROP, even in infants who do not traditionally fit the high-risk profile.</p>
<p>Their methodological approach entailed a retrospective cohort analysis of low-risk preterm neonates diagnosed with A-ROP. The researchers meticulously documented oxygen concentration levels, duration of exposure, and patterns of oxygen saturation fluctuations during the critical postnatal phase. What sets this study apart is its granular examination of oxygen fluctuations rather than mere cumulative exposure, revealing nuanced associations between unstable oxygen saturation and aggressive retinal pathology.</p>
<p>One of the key revelations from the research is the identification of oxygen saturation variability as a potent risk factor. Rather than maintaining stable oxygen saturation within narrowly defined safe ranges, infants frequently experienced oscillations that likely exacerbated retinal vascular anomalies. This insight is particularly salient because standard NICU protocols often prioritize maintaining oxygen saturation within broad target ranges, sometimes at the expense of minor fluctuations that, as this research suggests, might contribute dramatically to retinal injury.</p>
<p>The research team also highlighted that even short-lived episodes of hyperoxia—where oxygen levels briefly surpass recommended thresholds—can catalyze a cascade of retinal vascular insults. Such episodes may be more prevalent in low-risk neonates whose oxygen management protocols differ from their higher-risk counterparts. This finding prompts a critical reassessment of oxygen delivery systems and monitoring technologies currently employed in NICUs, emphasizing the need for more sophisticated, responsive mechanisms to avert inadvertent oxygen toxicity.</p>
<p>Interestingly, the authors also explored the impact of oxygen weaning strategies—the transition from higher to lower oxygen supports as neonates stabilize. Their data suggest that abrupt or poorly controlled weaning may contribute to retinal hypoxia-reperfusion injury, further inflaming pathological angiogenesis. This observation aligns with emerging evidence in vascular biology underscoring the perils of reperfusion injury across organ systems, not least in the vulnerable ocular microvasculature of preterm infants.</p>
<p>Another vital aspect unearthed by the study is the role of cumulative oxygen burden, not merely as an additive factor but through its interaction with other systemic stresses such as inflammation and fluctuating blood pressure. The interplay of these elements may amplify the susceptibility of the retina to aggressive pathological remodeling. This multifactorial understanding enriches the conceptual framework through which clinicians can interpret ROP risk beyond simplistic metrics like gestational age or birth weight.</p>
<p>This investigation comes at a time when neonatal care is increasingly embracing precision medicine—tailoring interventions to individual physiologic profiles rather than relying on generalized protocols. By elucidating specific oxygen therapy parameters that correlate with A-ROP in low-risk populations, the research carves a path toward personalized oxygen management strategies. These could markedly reduce the incidence of A-ROP, safeguarding vision in neonates once deemed protected by their ostensibly low-risk status.</p>
<p>Moreover, the findings provoke reflection on monitoring technologies currently in use. Continuous, high-resolution oxygen saturation monitoring with protocols emphasizing the minimization of variability may become paramount. The study indirectly advocates for integrating advanced analytics and automated feedback systems capable of dynamically adjusting oxygen delivery in response to real-time fluctuations, thereby blunting the retinal vascular insult altogether.</p>
<p>In the broader sense, this work underscores the evolving complexity of neonatal care, where technological interventions interact intricately with the physiology of developing organs. It exemplifies how outcomes hinge not only on the presence or absence of established risk factors but also on the intricate details of therapeutic delivery—a nuance once overlooked but now gaining deserved prominence.</p>
<p>For clinicians, the implications extend into clinical guidelines and daily NICU routines. The research advocates for revisiting oxygen saturation targets and implementing stricter protocols to mitigate variability. It also calls for heightened vigilance in low-risk preterm neonates who have traditionally been viewed as less vulnerable to aggressive ROP forms. This demographic, as shown, is not immune, and thus surveillance strategies must evolve accordingly.</p>
<p>From a research perspective, the study opens fertile ground for investigations into the molecular pathways activated by fluctuating oxygen levels in the neonatal retina. Deciphering these mechanisms could uncover new therapeutic targets, potentially leading to pharmacological agents that can complement optimized oxygen therapy, reducing the burden of A-ROP even further.</p>
<p>The global healthcare implications are profound. With preterm birth rates climbing and variability in NICU resources worldwide, understanding how oxygen therapy contributes to A-ROP across diverse settings offers a route to universal improvements in neonatal outcomes. It also stresses the necessity of equitable access to advanced monitoring and individualized care to prevent irreversible vision loss.</p>
<p>In summary, Lee and colleagues’ illuminating study powerfully challenges prevailing assumptions about ROP risk stratification. By bringing to light the oxygen therapy dynamics influencing A-ROP in low-risk preterm neonates, it urges an urgent recalibration of clinical paradigms. This work not only enriches neonatal medicine but stands to transform the real-world fortunes of countless infants on the threshold of life, whose sight hangs precariously in the balance.</p>
<hr />
<p><strong>Subject of Research</strong>: Oxygen therapy-related risk factors for aggressive retinopathy of prematurity in low-risk preterm neonates.</p>
<p><strong>Article Title</strong>: Oxygen therapy-related risk factors for aggressive retinopathy of prematurity in low-risk preterm neonates.</p>
<p><strong>Article References</strong>:<br />
Lee, H., Oh, J.R., Lee, J. <em>et al.</em> Oxygen therapy-related risk factors for aggressive retinopathy of prematurity in low-risk preterm neonates. <em>Pediatr Res</em> (2025). <a href="https://doi.org/10.1038/s41390-025-04276-7">https://doi.org/10.1038/s41390-025-04276-7</a></p>
<p><strong>Image Credits</strong>: AI Generated</p>
<p><strong>DOI</strong>: <a href="https://doi.org/10.1038/s41390-025-04276-7">https://doi.org/10.1038/s41390-025-04276-7</a></p>
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