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Enregistrement W4413139708 · doi:10.1159/000547056

A Wireless Neonatal Intensive Care Unit: Fiction or Closer Reality?

2025· letter· en· W4413139708 sur OpenAlexafffundabout
Eva Sénéchal, Ha Uk Chung, John A. Rogers, Guilherme SantʼAnna

Notice bibliographique

RevueNeonatology · 2025
Typeletter
Langueen
DomaineMedicine
ThématiqueNeonatal Respiratory Health Research
Établissements canadiensMontreal Children's HospitalMcGill University
Organismes subventionnairesMcGill University Health CentreMcGill University
Mots-clésNeonatal intensive care unitIntensive careIntensive care unitMedicineComputer scienceIntensive care medicinePediatrics

Résumé

récupéré en direct d'OpenAlex

“In the 1960s, when the first NICUs opened, premature infants had a 95% chance of dying. Today, they have a 95% chance of survival” – Dr. Rahul K. Parikh, a pediatrician from California, published in August 2012 in the New York Times [1]. This incredible shift in survival can be considered a great example of the conquest of modern neonatal medicine. Among many technological advancements, the ability to continuously monitor vital signs such as heart rate and respiratory rate, was followed by closed loop body temperature (T) control, blood pressure assessment, and finally by continuous and non-invasive monitoring of oxygen saturation. Monitoring of these vital signs was paramount for the assessment of well-being and detection of pathophysiological states in tiny patients, allowing for adjustments or initiation of treatments or interventions that are lifesaving.There is no question that neonatal technology has advanced tremendously over the last 60 years and parents have become very approving of this. In the book From Surviving to Thriving, Fabiana Bacchini, the mother of a twin baby boy born at 27 weeks, wrote: “I was able to watch in happiness and gratitude, all the technology that exists to keep these tiny beings alive.” Later, it also became clear that, despite the important role of technology, it can also cause fear and anxiety for parents. Fabiana mentioned that the first time she entered the NICU “I did not see a baby, I saw wires, monitors and a breathing machine” [2].Indeed, current technology for vital signs monitoring uses several skin sensors connected to the bedside monitors by wires and cables. In most patients, raw signals, average values and trends of heart rate, respiratory rate, temperature, and oxygen saturation are continuously displayed. However, this system carries some challenges for patients, parents, and healthcare professionals (HCP) as the multiple wires can tangle around the infant body, restrict the patient’s movement, and cause discomfort or pressure sore. Hence, regular care involves frequent removal, reapplication, and readjustments of the sensors, which may harm the fragile neonatal skin, cause pain, and/or interrupt resting or sleeping. For parents, not much information is available on what are their perspectives on these vital signs monitoring systems. Some small surveys have reported that the presence of multiple wires and cables can cause intimidation and additional stress, acting as a barrier to skin-to-skin contact for fear of disconnecting the sensors or wires, or interfering with regular monitoring [3‒5]. This technology may also increase HCP’s workload as wires and cables may touch contaminated surfaces or become soiled with urine, blood or stools, increasing the risks of nosocomial infections [3, 6, 7]. Consequently, nurses must constantly inspect, sanitize, reposition, or replace components of the system.Neonatal intensive care units manage a diversity of health problems with variable degrees of severity and patient maturation. To develop a wireless system that can be used during the first days of life in a 400 g extremely preterm infant born at 22–23 weeks of gestation and a 4-kilo term infant born with perinatal asphyxia is a real challenge. Furthermore, there are some more stable infants that are just feeding and growing, or infants with chronic problems that require prolonged hospitalizations. Noticeably, the needs of these populations are different, creating challenges for the development of new vital signs monitoring systems. As an example, an extremely preterm infant in the first days of life spends most of the time quiet, sleeping inside the incubator, and has very sensitive skin that can easily be damaged by skin adhesives and sensors. In these cases, non-contact technologies may play a very important role, at least for the monitoring of heart rate and respiratory rate. This is not the case with more stable and mature infants that are active, and where parents can constantly hold and promote kangaroo care (KC). Therefore, the adoption of new monitoring technologies needs to consider those different needs, be very familiar with the technology advantages and limitations, and develop protocols and proper training for all healthcare providers involved.Although wired vital sign monitors are the standard, they are frequently cited as obstacles to key aspects of family-integrated care and routine clinical practice. Wireless vital sign monitoring technologies are increasingly being explored as a potential solution to these issues. However, there is limited research available which quantitatively or qualitatively examines how key NICU stakeholders such as parents and HCPs, perceive the current monitoring system and these wireless innovations.The small number of existing studies have highlighted that the wires and sensors used in current systems interfere with skin-to-skin contact and KC, limit parents’ ability to hold or touch their infants, and contribute to a highly technical environment that many find overwhelming. Survey and interview studies consistently show that parents perceive the wires as intimidating and as contributing to their anxiety [3, 8‒10]. HCPs also express widespread concerns with the current systems, especially regarding the physical clutter created by wires, challenges with positioning and handling of infants, risk of pressure sores from adhesives, and the frequency of false alarms [8, 11‒13].These concerns have led to growing interest in wireless monitoring as a possible solution. While research on parent and HCP in this area is very limited, all existing studies show optimism toward the adoption of wireless technology. Parents have generally responded positively, citing benefits such as reduced anxiety, possible easier interaction with their infant, improved KC, and enhanced infant comfort. However, there are some apprehensions related to signal reliability, sensor size and appearance, battery duration, and potential risks such as radiation exposure [3, 8, 14, 15]. Similarly, HCPs have voiced strong support for wireless monitoring, highlighting its potential to reduce handling difficulties, decrease false alarms, and improve comfort for both infants and families [3, 8, 11, 12]. Importantly, they also emphasize areas of concern, including reliability, safety related to radiation, and costs [8, 12]. In particular, the absence of economic feasibility studies is a significant gap in the current literature.Overall, the available evidence indicates that wireless monitoring is a promising advancement, with support from key stakeholder groups in the NICU. The shift away from wired systems could improve key aspects of neonatal care, particularly KC and parental engagement, while also addressing some of the frustrations voiced by HCPs. However, to address these challenges, and ensure new technologies will be adopted by NICU staff and parents, concerns around reliability, safety, and cost must be addressed through careful user-centered design, and rigorous research including clinical evaluation. Future research should prioritize that wireless systems not only meet regulatory and clinical standards but are also feasible and acceptable for daily use in the NICU.A large number of small studies have investigated the use of non-contact vital sign monitoring in the NICU. Most studies used a single-device system and monitored respiratory or heart rate using offline analysis. The following technologies have been tested: red, green, blue cameras, infrared cameras, monochrome cameras, depth cameras, and radar, primarily for respiratory rate and heart rate monitoring [16‒22]. Non-contact sensors are typically placed at the head or foot of the infant’s incubator or crib. In some cases, the sensor cannot collect data through the plexiglass and may require either an open incubator or a small opening to maintain a clear line of sight. Depending on the technology and algorithms used, a defined Region of Interest within the sensor’s visual field may be designated for vital sign extraction.These studies generally featured small sample sizes and short recording durations of <1 h [17, 19, 21]. Nearly all exclusively focused on accuracy by comparing novel non-contact methods to a reference measurement using the Bland-Altman method. Analyses of heart rate and respiratory rate using this method revealed low bias and moderately acceptable 95% limits of agreement. Feasibility outcomes were rarely explored and measured using metrics such as the amount of usable data or processing times. No studies explored outcomes related to safety, although this can be expected as these monitoring methods pose no threat to the fragile neonatal skin.While these technologies show promising preliminary results, several concerns remain. First, feasibility concerns remain as most devices rely on an uninterrupted clear view of the infant. How it would perform in situations where the infant is moving, clothed, or receiving care needs to be better clarified. Additionally, a systematic review of non-contact technologies applied the QUADAS-2 assessment and revealed several areas of concerns regarding risk of bias and applicability due to lack of clear inclusion and exclusion criteria and small sample sizes [23]. Furthermore, many studies lacked key basic descriptors of the population, such as age and weight, making it difficult to ensure a representative range of NICU patients such as those requiring respiratory support or in incubators were included in the research. Additionally, some studies provided incomplete descriptions of reference measurements, only naming them as “standard” or “routine” monitoring, limiting the ability to determine the risk of bias. Unfortunately, most non-contact studies lack a conflict-of interest statement.Ultimately, non-contact technologies may represent an appealing monitoring solution for some of the most vulnerable infants in the NICU, such as extremely premature infants with extremely fragile skin. This research area is rapidly growing as non-contact studies often utilize commercially available cameras and present low research risks for patients. However, concerns regarding the ability to perform reliably for prolonged periods in a real NICU environment and across a range of patients require further exploration and validation.Studies focusing on wearable devices provide slightly more detailed information regarding participant selection criteria and larger sample sizes. Emerging classes of wireless sensors in the form of soft, flexible, skin-like (“epidermal”) platforms have the potential to redefine practices for monitoring in the NICU, with additional possibilities for use in the home. Recent work at Northwestern University shows that a pair of devices of this type, each of which gently and non-invasively adheres to the fragile skin of a premature neonate, is capable of capturing complete, clinical grade vital signs information without any wires or cables [24, 25]. These devices include distributed flexible electronic components with stretchable interconnects; all embedded in strategic layouts within medical-grade silicone encapsulating structures. The designs optimize for conformal interfaces to the skin at relevant anatomical locations. In pilot studies on patients in NICU settings, these technologies achieved high accuracy and fidelity similar to those of traditional wired monitors. Extensions enabled by additional sensors allow for precise measurements of body sounds, relevant to cardiac and respiratory monitoring, with additional capabilities in tracking gastrointestinal activity [26]. Specifically, high-bandwidth microphones and accelerometers yield seismocardiograms, lung sounds, bowel motility, and even the spectral and temporal features of crying and other forms of vocalization. In this way, these advanced technologies can not only capture vital signs and physiological signals but also an array of important biophysical metrics of health status, beyond those addressed with conventional NICU hardware.Commercial translation is also gaining momentum. As an example, Sibel Health (Sibel Health, USA) has secured successive FDA 510(k) clearances since 2021 for its ANNE® One sensor platform, a pair of chest and foot patches to continuously monitor heart rate, respiratory rate, skin and core temperatures, oxygen saturation and biomarkers. It is also noteworthy that ANNE One® is currently under investigation in NICU at Montreal Children’s Hospital with the aim of create a wireless NICU. Meanwhile, other emerging technologies, focusing on more specific modalities, include Bambi Belt (Bambi Medical, the Netherlands) and Boppli® (PyrAmes, USA) for monitoring ECG/EMG and blood pressure, respectively [27‒29].Collectively, efforts with wireless technologies signal a paradigm shift to transform neonatal care with fewer risks and burdens, and to improve clinical workflow and patient safety. With continued refinement and real-world validation, wireless multimodal sensors are poised to enhance monitoring precision, promote a patient-centric environment, and ultimately give our most vulnerable patients a gentler start to life (Fig. 1). With that, a wireless NICU became a much closer to reality than just fiction.We thank the Research Institute of McGill University Health Center for the support of the Smart Hospital Project.John Rogers and Ja Uk are co-founders and unpaid consultants of a company with products for wireless health monitoring. Eva Senechal and Guilherme Sant’Anna have no conflicts of interest to declare.The Montreal Children’s Foundation has provided funding for the Smart Hospital Project.G.S., J.R., H.U.C., and E.S. all contributed equally to the original writing and reviewing of this editorial.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,000
score de la tête « metaresearch » (Gemma)0,002
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesMéta-épidémiologie (sens strict), Intégrité de la recherche, Charge utile insuffisante (le modèle a refusé de juger)
Catégories consensuellesIntégrité de la recherche
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Commentaire · Signal consensuel: Commentaire
Score de désaccord entre enseignants0,163
Score d'incertitude au seuil1,000

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0000,002
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0020,000
Bibliométrie0,0010,001
Études des sciences et des technologies0,0000,001
Communication savante0,0000,000
Science ouverte0,0010,000
Intégrité de la recherche0,0030,008
Charge utile insuffisante (le modèle a refusé de juger)0,0010,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,080
Tête enseignante GPT0,405
Écart entre enseignants0,325 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; les deux têtes enseignantes s’accordent sur ce qui est montré ici.

Devis d'étudeSans objet
Domainenon disponible
GenreCommentaire

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

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Citations1
Publié2025
Routes d'admission3
Résumé présentoui

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