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1.
Sci Rep ; 14(1): 7588, 2024 03 30.
Artigo em Inglês | MEDLINE | ID: mdl-38555294

RESUMO

Establishing sustainable communities requires bridging the gap between academic knowledge and societal requirements; this is where entrepreneurial education comes in. The first phase involved a comprehensive review of the literature and extensive consultation with experts to identify and shortlist the components of entrepreneurship education that support sustainable communities. The second phase involved Total Interpretative Structural Modelling to explore or ascertain how the elements interacted between sustainable communities and entrepreneurial education. The factors are ranked and categorized using the Matrice d'impacts croises multiplication appliquee an un classement (MICMAC) approach. The MICMAC analysis classifies partnerships and incubators as critical drivers, identifying Student Entrepreneurship Clubs and Sustainability Research Centers as dependent elements. The study emphasizes alumni networks and curriculum designs as key motivators. The results highlight the critical role that well-designed entrepreneurial education plays in developing socially conscious entrepreneurs, strengthening communities, and generating long-term job prospects. The study provides a valuable road map for stakeholders dedicated to long-term community development agendas by informing the creation of strategic initiatives, curriculum updates, and policies incorporating entrepreneurial education.


Assuntos
Currículo , Estudantes , Humanos , Escolaridade , Estado de Consciência , Incubadoras
2.
Sci Rep ; 14(1): 3418, 2024 02 10.
Artigo em Inglês | MEDLINE | ID: mdl-38341451

RESUMO

In recent years, microscopy has revolutionized the study of dynamic living cells. However, performing long-term live cell imaging requires stable environmental conditions such as temperature, pH, and humidity. While standard incubators have traditionally provided these conditions, other solutions, like stagetop incubators are available. To further enhance the accessibility of stable cell culture environments for live cell imaging, we developed a portable CO2 cell culture mini-incubator that can be easily adapted to any x-y inverted microscope stage, enabling long-term live cell imaging. This mini-incubator provides and maintains stable environmental conditions and supports cell viability comparable to standard incubators. Moreover, it allows for parallel experiments in the same environment, saving both time and resources. To demonstrate its functionality, different cell lines (VERO and MDA-MB-231) were cultured and evaluated using various assays, including crystal violet staining, MTT, and flow cytometry tests to assess cell adhesion, viability, and apoptosis, respectively. Time-lapse imaging was performed over an 85-h period with MDA-MB-231 cells cultured in the mini-incubator. The results indicate that this device is a viable solution for long-term imaging and can be applied in developmental biology, cell biology, and cancer biology research where long-term time-lapse recording is required.


Assuntos
Dióxido de Carbono , Técnicas de Cultura de Células , Imagem com Lapso de Tempo , Técnicas de Cultura de Células/métodos , Incubadoras , Linhagem Celular
3.
J Hosp Infect ; 145: 210-217, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38272126

RESUMO

BACKGROUND: Compliance with the recommended 30 s drying time of alcohol-based hand rub (ABHR) is often suboptimal. To increase hand hygiene compliance at a neonatal intensive care unit (NICU), we installed an Incubator Traffic Light (ITL) system which shows 'green light' to open incubator doors after the recommended drying time. AIM: To measure the impact of this visual feedback system on NICU healthcare professionals' compliance with the recommended ABHR drying time. METHODS: Ten traffic light systems were installed on incubators at a NICU, five of which provided visual feedback, and five, serving as a control group, did not provide visual feedback. During a two-month period, the systems measured drying time between the moment of dispensing ABHR and opening the incubator's doors. The drying times of the incubators were compared with and without feedback. FINDINGS: Of the 6422 recorded hand hygiene events, 658 were valid for data analysis. Compliance with correct drying time reached 75% (N = 397/526) for incubators equipped with visual feedback versus 36% (N = 48/132; P < 0.0001) for incubators lacking this feature. CONCLUSION: The ITL improves compliance with the recommended 30 s ABHR drying time in a NICU setting.


Assuntos
Infecção Hospitalar , Higiene das Mãos , Recém-Nascido , Humanos , Unidades de Terapia Intensiva Neonatal , Retroalimentação , Retroalimentação Sensorial , Fidelidade a Diretrizes , Etanol , 2-Propanol , Incubadoras , Desinfecção das Mãos , Infecção Hospitalar/prevenção & controle
4.
STAR Protoc ; 5(1): 102862, 2024 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-38294908

RESUMO

Biological experiments require precise temperature control, necessitating an integrated adjustable temperature system for instruments such as microscopes, microfluidic chambers, or custom incubators. We present a protocol for building a user-friendly temperature control system suitable for both in vitro and in vivo assays. We describe steps for preparing materials, assembling the printed circuit board and enclosure, and fine-tuning the heating algorithm for accuracy. This system can maintain a stable temperature of up to 60°C with stabilities under 0.06°C.


Assuntos
Incubadoras , Microfluídica , Temperatura , Algoritmos
5.
J Am Vet Med Assoc ; 262(1): 68-71, 2024 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-37758187

RESUMO

OBJECTIVE: To document any discordance between the set temperature and independently measured temperature of neonatal incubators in order to determine the potential of neonatal incubators to cause hypothermia or hyperthermia in neonatal animals. SAMPLE: 5 different veterinary neonatal incubators from 2 separate manufacturers. METHODS: Internal temperatures of 5 incubators from 2 manufacturers were monitored with both internal and external monitoring devices to determine how much incubator temperatures might vary from what is reported on the incubator thermostat. The study was conducted on May 25, 2022. RESULTS: Increases in temperature as measured by thermocouple and infrared sensors of > 2 °C were detected in 3 of the 5 (60%; 95% CI, 17% to 93%) tested incubators. Temperatures exceeded 41 °C at times, despite the incubator thermostat being set to 35 °C. CLINICAL RELEVANCE: Neonatal puppies have a decreased capacity to thermoregulate and are susceptible to both hypothermia and hyperthermia if environmental temperatures are not kept within a proper range. Core temperatures below 35.0 °C lead to bradycardia, dyspnea, loss of suckle reflex, hypoglycemia, gastrointestinal ileus, and multiple organ failure; temperatures above 41.1 °C lead to pulmonary edema, petechial and ecchymotic hemorrhage in multiple organs, and death.


Assuntos
Hipertermia Induzida , Hipotermia , Animais , Cães , Hipotermia/veterinária , Temperatura , Temperatura Corporal/fisiologia , Incubadoras , Hipertermia Induzida/veterinária
6.
Bioelectromagnetics ; 45(2): 33-47, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37789661

RESUMO

Uninterrupted microscopic observation and real-time imaging of cell behavior during exposure to the stimulus, for example, electric and/or magnetic fields, especially for periods of several days, has been a challenge in experimental bioelectromagnetics due to a lack of proper gas/temperature conditions outside the incubator. Conventional mini-incubators might suffer from stray fields produced by heating elements. We report an in vitro electric and magnetic fields (EMF) exposure system embedded inside a novel under-the-microscope mini-CO2 -incubator with a unique design to avoid electromagnetic interference from the heating and circulation functions while ensuring the requisite temperature. A unique, reconfigurable array of electrodes and/or coils excited by calculated current distributions among array elements is designed to provide excellent field uniformity and controllable linear or circular polarization (even at very low frequencies) of the EMF within the cell culture. Using standard biochemical assays, long-term cell viability has been verified and compared with a conventional incubator. Cell orientation/migration in three-dimensional culture made of collagen-hydrogels has been successfully observed in vitro, in long-term, and in real-time under the influence of DC electric fields with the device.


Assuntos
Campos Eletromagnéticos , Campos Magnéticos , Incubadoras , Temperatura , Eletricidade
7.
J Natl Cancer Inst Monogr ; 2023(62): 219-230, 2023 11 08.
Artigo em Inglês | MEDLINE | ID: mdl-37947329

RESUMO

BACKGROUND: We are developing 10 de novo population-level mathematical models in 4 malignancies (multiple myeloma and bladder, gastric, and uterine cancers). Each of these sites has documented disparities in outcome that are believed to be downstream effects of systemic racism. METHODS: Ten models are being independently developed as part of the Cancer Intervention and Surveillance Modeling Network incubator program. These models simulate trends in cancer incidence, early diagnosis, treatment, and mortality for the general population and are stratified by racial subgroup. Model inputs are based on large population datasets, clinical trials, and observational studies. Some core parameters are shared, and other parameters are model specific. All models are microsimulation models that use self-reported race to stratify model inputs. They can simulate the distribution of relevant risk factors (eg, smoking, obesity) and insurance status (for multiple myeloma and uterine cancer) in US birth cohorts and population. DISCUSSION: The models aim to refine approaches in prevention, detection, and management of 4 cancers given uncertainties and constraints. They will help explore whether the observed racial disparities are explainable by inequities, assess the effects of existing and potential cancer prevention and control policies on health equity and disparities, and identify policies that balance efficiency and fairness in decreasing cancer mortality.


Assuntos
Neoplasias do Endométrio , Mieloma Múltiplo , Neoplasias Uterinas , Feminino , Humanos , Estados Unidos/epidemiologia , Mieloma Múltiplo/diagnóstico , Mieloma Múltiplo/epidemiologia , Mieloma Múltiplo/etiologia , Bexiga Urinária , Neoplasias do Endométrio/diagnóstico , Neoplasias do Endométrio/epidemiologia , Neoplasias do Endométrio/etiologia , Incubadoras
8.
Philos Trans R Soc Lond B Biol Sci ; 378(1889): 20220401, 2023 11 06.
Artigo em Inglês | MEDLINE | ID: mdl-37718602

RESUMO

Successful climate change adaptation depends on the spread and maintenance of adaptive behaviours. Current theory suggests that the heterogeneity of metapopulation structure can help adaptations diffuse throughout a population. In this paper, we develop an agent-based model of the spread of adaptations in populations with minority-majority metapopulation structure, where subpopulations learn more or less frequently from their own group compared to the other group. In our simulations, minority-majority-structured populations with moderate degrees of in-group preference better spread and maintained an adaptation compared to populations with more equal-sized groups and weak homophily. Minority groups act as incubators for an adaptation, while majority groups act as reservoirs for an adaptation once it has spread widely. This means that adaptations diffuse throughout populations better when minority groups start out knowing an adaptation, as Indigenous populations often do, while cohesion among majority groups further promotes adaptation diffusion. Our work advances the goal of this theme issue by developing new theoretical insights and demonstrating the utility of cultural evolutionary theory and methods as important tools in the nascent science of culture that climate change adaptation needs. This article is part of the theme issue 'Climate change adaptation needs a science of culture'.


Assuntos
Mudança Climática , Evolução Cultural , Grupos Minoritários , Incubadoras , Adaptação Psicológica
9.
Sci Adv ; 9(34): eadg3247, 2023 08 25.
Artigo em Inglês | MEDLINE | ID: mdl-37611094

RESUMO

Does warmth from hydrothermal springs play a vital role in the biology and ecology of abyssal animals? Deep off central California, thousands of octopus (Muusoctopus robustus) migrate through cold dark waters to hydrothermal springs near an extinct volcano to mate, nest, and die, forming the largest known aggregation of octopus on Earth. Warmth from the springs plays a key role by raising metabolic rates, speeding embryonic development, and presumably increasing reproductive success; we show that brood times for females are ~1.8 years, far faster than expected for abyssal octopods. Using a high-resolution subsea mapping system, we created landscape-scale maps and image mosaics that reveal 6000 octopus in a 2.5-ha area. Because octopuses die after reproducing, hydrothermal springs indirectly provide a food supplement to the local energy budget. Although localized deep-sea heat sources may be essential to octopuses and other warm-tolerant species, most of these unique and often cryptic habitats remain undiscovered and unexplored.


Assuntos
Octopodiformes , Animais , Feminino , Suplementos Nutricionais , Planeta Terra , Ecologia , Incubadoras , Água
10.
Environ Monit Assess ; 195(9): 1105, 2023 Aug 29.
Artigo em Inglês | MEDLINE | ID: mdl-37642879

RESUMO

The microbiological quality control of water for human consumption of parameters relevant as E.coli and total coliforms does not start on the field despite the existence of test methods that could make it possible. One of the things that makes this difficult is the possibility of initiating an effective and reliable incubation at the sampling site. The appearance of isothermal media with phase change materials solves this limitation. When phase change materials combine a relatively high melting heat with a suitable melting temperature adapted to the application temperature, they become excellent materials for thermal protection and for thermal energy storage. Starting the test at the same sampling point means that the effective times to obtain a result are shorter, improving water quality control. On the other hand, operationally, it also allows longer sampling routes. Both aspects are essential for managers responsible for controlling water quality for human consumption. In this work, the evidence that demonstrates the feasibility of this approach is presented.


Assuntos
Água Potável , Humanos , Monitoramento Ambiental , Escherichia coli , Incubadoras , Controle de Qualidade
11.
J Xray Sci Technol ; 31(5): 1115-1124, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37545249

RESUMO

BACKGROUND: Neonatal patients located in incubators are exposed to as many as 159 radiographs until discharge. To reduce the dose exposed to the patient, factors that may cause unnecessary exposure to the patient were judged. When conducting portable X-rays of neonatal patients located in an incubator, it is not easy to determine the exact field size because collimation light is exposed on the acrylic plate, an incubator canopy, and the resulting shadow is reflected on the patient's body. OBJECTIVE: This study aims to measure the organ dose exposed to the patient according to the field size when a portable radiograph is given to a neonatal patient in a neonatal intensive care unit (NICU) incubator. METHODS: To identify the absorbed organ dose depending on the radiation field size during portable X-ray examination of neonatal patient, a Monte Carlo N-Particle (MCNP) simulation, a SpeckCalc program, and a neonatal phantom from the ICRP 89 are applied for the calculation. According to the minimal field size (MinFS) standards of the European Commission (EC), the smaller field size is intended to measure tightly from the top of the lung apices to the bottom of the genitals; a larger field size is also calculated by adding 6 cm in width and length. RESULTS: Compared to the hospital C condition from the previous study, the larger and smaller field sizes are decreased by an average of 45% and 67%, respectively. Study results also show a 42% reduction in smaller field size compared to the larger field size. CONCLUSION: When taking chest and abdomen radiographic images of neonatal patients in incubators, appropriate field sizes are required to prevent inappropriate dose absorption for non-thoracic organs.


Assuntos
Incubadoras , Recém-Nascido , Humanos , Raios X , Método de Monte Carlo , Radiografia , Imagens de Fantasmas , Doses de Radiação
12.
Pediatr Res ; 94(5): 1817-1823, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37414919

RESUMO

BACKGROUND: Noise exposure in the neonatal intensive care unit (NICU) is consistently higher than current recommendations. This may adversely affect neonatal sleep, weight gain, and overall health. We sought to evaluate the effect of a novel active noise control (ANC) system. METHODS: An ANC device's noise reduction performance was compared to that of adhesively affixed foam ear covers in response to alarm and voice sounds in a simulated NICU environment. The zone of noise reduction of the ANC device was quantified with the same set of alarm and voice sounds. RESULTS: The ANC device provided greater noise reduction than the ear covers in seven of the eight sound sequences tested in which a noise reduction greater than the just noticeable difference was achieved. For noise in the 500 Hz octave band, the ANC device exhibited consistent noise reduction throughout expected patient positions. It provided better performance for noise below 1000 Hz than above 1000 Hz. CONCLUSIONS: The ANC device provided generally superior noise reduction to the ear covers and provided a zone of noise reduction throughout the range where an infant would be placed within an incubator. Implications for patient sleep and weight gain are discussed. IMPACT: Active noise control device can effectively reduce noise inside an infant incubator due to bedside device alarms. This is the first analysis of an incubator-based active noise control device and comparison to adhesively affixed silicone ear covers. A non-contact noise reduction device may be an appropriate means of reducing noise exposure of the hospitalized preterm infant.


Assuntos
Recém-Nascido Prematuro , Ruído , Lactente , Recém-Nascido , Humanos , Recém-Nascido Prematuro/fisiologia , Ruído/efeitos adversos , Ruído/prevenção & controle , Som , Incubadoras , Unidades de Terapia Intensiva Neonatal , Aumento de Peso
13.
Sensors (Basel) ; 23(12)2023 Jun 19.
Artigo em Inglês | MEDLINE | ID: mdl-37420890

RESUMO

BACKGROUND: Around 15 million premature babies are born annually, requiring specialized care. Incubators are vital for maintaining their body temperature, which is crucial for their well-being. Ensuring optimal conditions in incubators, including constant temperature, oxygen control, and comfort, is essential for improving the care and survival rates of these infants. METHODS: To address this, an IoT-based monitoring system was developed in a hospital setting. The system comprised hardware components such as sensors and a microcontroller, along with software components including a database and a web application. The microcontroller collected data from the sensors, which was then transmitted to a broker via WiFi using the MQTT protocol. The broker validated and stored the data in the database, while the web application provided real-time access, alerts, and event recording. RESULTS: Two certified devices were created, employing high quality components. The system was successfully implemented and tested in both the biomedical engineering laboratory and the neonatology service of the hospital. The results of the pilot test supported the concept of IoT-based technology, demonstrating satisfactory responses in temperature, humidity, and sound variables within the incubators. CONCLUSIONS: The monitoring system facilitated efficient record traceability, allowing access to data over various timeframes. It also captured event records (alerts) related to variable problems, providing information on duration, date, hour, and minutes. Overall, the system offered valuable insights and enhanced monitoring capabilities for neonatal care.


Assuntos
Internet das Coisas , Neonatologia , Recém-Nascido , Lactente , Humanos , Monitorização Fisiológica , Incubadoras , Hospitais
14.
Acta Paediatr ; 112(10): 2060-2065, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37405936

RESUMO

AIM: Noise levels above 45 dB in a neonatal intensive care unit (NICU) and 60 dB during neonatal transport are recognised hazards, but protective equipment is not standard. We measured noise levels in both settings, with and without noise protection. METHODS: Peak sound and equivalent continuous sound levels were measured in a NICU and during road transport, at a mannequin's ear and inside and outside the incubator. Recordings were made without protective earwear, with noise protecting earmuffs and with active noise cancelling headphones. RESULTS: In the NICU, the peak levels at the ear, and inside and outside the incubator, were 61, 68 and 76 dB. The equivalent continuous sound levels were 45, 54 and 59 dB. During road transport, the respective levels were 70, 77 and 83 dB and 54, 62 and 68 dB. In the NICU, 80% of environmental peak noise reached the ear and this was reduced to 78% with earmuffs and 75% with active noise cancelling. The respective figures during transport were 87% without protection and 72% with active noise cancelling, with an unexpected increase for ear muffs. CONCLUSION: Noise levels exceeded safe limits in the NICU and during transport, but active noise cancelling reduced exposure.


Assuntos
Ruído , Som , Recém-Nascido , Humanos , Ruído/efeitos adversos , Incubadoras , Unidades de Terapia Intensiva Neonatal
15.
J Assist Reprod Genet ; 40(7): 1677-1687, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37314570

RESUMO

PURPOSE: Maintaining a stable pH at optimal level in human embryo culture media is crucial for embryo development but poses a challenge for all IVF laboratories. We validate analytically reliable conditions for pH measurement that are as close as possible to the embryo microenvironment during IVF. METHODS: This was a multicentric study. A Siemens EPOC portable blood gas analyzer was used. The analytical validation was carried out under the culture medium (Global Total HSA®) conditions of use (microdroplets, under oil overlay, in a IVF incubator with (EmbryoScope®) or without a time lapse system (K system G210+®) and using IVF dishes. The validation included repeatability ("within-run" precision), total precision (between-day precision), trueness based on inter-laboratory comparison, inaccuracy based on external quality assessment and comparison to the reference technique. We also assessed the pre-analytical medium incubation time required to obtain a target value. RESULTS: A measurement after an incubation period of 24 to 48 h is more representative of the pH to which the embryo will be exposed throughout the culture. The "within-run" and "between-day" precision show very low coefficients of variation (CV%): 0.17 to 0.22% and 0.13 to 0.34%, respectively, with IVF culture media. Trueness (% bias) range from - 0.07 to - 0.03%. We demonstrate good correlation between EPOC and reference pH electrode with an overestimation of 0.03 pH units of EPOC. CONCLUSION: Our method demonstrates good analytical performance for IVF laboratories wishing to implement a robust quality assurance system to monitor pH in embryo culture media. Compliance with stringent pre-analytical and analytical conditions is essential.


Assuntos
Fertilização In Vitro , Incubadoras , Humanos , Fertilização In Vitro/métodos , Imagem com Lapso de Tempo/métodos , Meios de Cultura , Concentração de Íons de Hidrogênio , Técnicas de Cultura Embrionária/métodos
16.
Neonatology ; 120(5): 666-669, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37343536

RESUMO

Infant and family centered development care reduces infant distress and supports the parent and infant's individual abilities. However, a new environmental factor is daily encountered: the radiofrequency electromagnetic fields (RF EMFs) with the most recent fifth-generation (5G) technology. Currently, the effects of RF EMF during development are discussed in animal models. The neonatal intensive care units are not spared from this stressor. The objective of this study was to evaluate the efficacy of a novel, electromagnetically insulating incubator cover to prevent the preterm infant from RF EMF exposure. A personal dosimeter was placed on the mattress of a closed incubator. Periods of exposure to low, medium, and high levels of 5G RF were delivered in the presence or absence of the incubator cover. The use of a silver-copper cover reduced the intensity of 5G radiofrequency levels from 52% to 57% (p < 0.0001), allowing to easily apply the precautionary principle.


Assuntos
Exposição Ambiental , Recém-Nascido Prematuro , Humanos , Recém-Nascido , Campos Eletromagnéticos/efeitos adversos , Incubadoras , Ondas de Rádio/efeitos adversos
17.
Respir Care ; 68(12): 1693-1700, 2023 Nov 25.
Artigo em Inglês | MEDLINE | ID: mdl-37147103

RESUMO

BACKGROUND: Insufficient data are available about the noise produced by modern neonatal ventilators. We aimed to measure their noise under different ventilatory modes and parameters. METHODS: This was a bench study measuring the noise produced by 9 neonatal ventilators set in conventional or high-frequency oscillatory ventilation (HFOV), nasal mask-delivered CPAP with variable- or continuous-flow configuration, or bi-level positive airway pressure (considered as noninvasive ventilation [NIV]). Conventional ventilation and HFOV were tested in 2 distinct settings with moderate or higher parameters. Sound measurements were performed inside and outside an incubator mimicking the clinical setting and using a high-end meter meeting the international ISO 226:2003 standard. RESULTS: Four ventilators remained below the internationally recommended safety threshold but only for measurements outside the incubator. Conventional ventilation (49.1 [3.4] dBA) and HFOV (56.3 [5.2] dBA) were the least and most noisy respiratory support technique, respectively. Noise was greater inside than outside the incubators (P < .0001) and different between the ventilators (P < .0001); better results were achieved by Servo-u and Fabian family devices for conventional ventilation; by fabian HFO for HFOV; and by Servo-u, VN500, and fabian family devices for CPAP and NIV. Noise levels were similar when using moderate or higher parameters in conventional ventilation (P = .81) and in HFOV (P = .45). CONCLUSIONS: Modern ventilators often produce relevant noise, independent of the respiratory support modality, with acceptable noise levels being measured only outside the incubator. Better results were achieved with Servo-u, VN500, and Fabian family devices.


Assuntos
Ventilação de Alta Frequência , Respiração Artificial , Recém-Nascido , Humanos , Incubadoras , Ventiladores Mecânicos , Pulmão
18.
Biomed Phys Eng Express ; 9(4)2023 05 23.
Artigo em Inglês | MEDLINE | ID: mdl-37187165

RESUMO

In spite of the advent of medical technology, modern newborn incubators (NIs) do not protect them from high noise levels in the neonatal intensive care units (NICUs). Allied to bibliographical research carried out measurements were made inside the dome of a NIs and the results show that the sound pressure levels, or noises, are much more intense than the levels stipulated by the norm NBR IEC 60.601.2.19 of ABNT. These measurements revealed that the NIs air convection system motor is the main source of excess noise. In view of the above, a project was developed with the objective of significantly reducing the noise level inside the dome by modifying the air convection system. Thus, a quantitative study was developed, based on the experimental method, where a ventilation mechanism was designed, constructed and tested, which operated from the network of medical compressed air, present in the NICUs and maternity rooms. Respectively, before and after the modification of the air convection system, the data of relative humidity, air velocity, atmospheric pressure, air temperature and noise [(64.9% ur/33.1% ur); (0.27 m s-1/0.28 m s-1); (1.013.98 hPa/1.013, 60 hPa); (36.5 °C/36.3 °C); (45.9 dBA/30.2 dBA], were collected by electronic meters that registered the conditions of the external and internal environment of the dome of an NI with a passive humidification system. The noise measurements in the environment showed that there was a strong reduction of 15.7 dBA, or 34.2% of internal noise, measured after the modification of the ventilation system, showing a significative performance of the modified NI. Therefore, our results may be a good choose to improve NI acoustics to enable optimal care of the neonate in the neonatal intensive care units.


Assuntos
Unidades de Terapia Intensiva Neonatal , Ruído , Humanos , Gravidez , Recém-Nascido , Feminino , Incubadoras , Acústica , Respiração
19.
Sensors (Basel) ; 23(9)2023 May 05.
Artigo em Inglês | MEDLINE | ID: mdl-37177696

RESUMO

In any healthcare setting, it is important to monitor and control airflow and ventilation with a thermostat. Computational fluid dynamics (CFD) simulations can be carried out to investigate the airflow and heat transfer taking place inside a neonatal intensive care unit (NICU). In this present study, the NICU is modeled based on the realistic dimensions of a single-patient room in compliance with the appropriate square footage allocated per incubator. The physics of flow in NICU is predicted based on the Navier-Stokes conservation equations for an incompressible flow, according to suitable thermophysical characteristics of the climate. The results show sensible flow structures and heat transfer as expected from any indoor climate with this configuration. Furthermore, machine learning (ML) in an artificial intelligence (AI) model has been adopted to take the important geometric parameter values as input from our CFD settings. The model provides accurate predictions of the thermal performance (i.e., temperature evaluation) associated with that design in real time. Besides the geometric parameters, there are three thermophysical variables of interest: the mass flow rate (i.e., inlet velocity), the heat flux of the radiator (i.e., heat source), and the temperature gradient caused by the convection. These thermophysical variables have significantly recovered the physics of convective flows and enhanced the heat transfer throughout the incubator. Importantly, the AI model is not only trained to improve the turbulence modeling but also to capture the large temperature gradient occurring between the infant and surrounding air. These physics-informed (Pi) computing insights make the AI model more general by reproducing the flow of fluid and heat transfer with high levels of numerical accuracy. It can be concluded that AI can aid in dealing with large datasets such as those produced in NICU, and in turn, ML can identify patterns in data and help with the sensor readings in health care.


Assuntos
Inteligência Artificial , Unidades de Terapia Intensiva Neonatal , Recém-Nascido , Humanos , Ventilação , Temperatura , Incubadoras
20.
Anal Methods ; 15(25): 3019-3025, 2023 06 29.
Artigo em Inglês | MEDLINE | ID: mdl-37226525

RESUMO

The development of high-throughput screening methods for microorganisms is desired because microorganisms are useful and sustainable resources with which valuable substances utilized in various industries can be produced. Micro-space-based methods are the best candidates for the efficient screening of microorganisms owing to their low reagent consumption and compact integration. In this study, we developed a picoliter-sized incubator array for quantitative and labeling-free evaluation of the growth process of Escherichia coli (E. coli) by autofluorescence. Because the array with 8464 incubators is able to compartmentalize single E. coli individually utilizing the Poisson distribution, the array can evaluate 100 single E. coli simultaneously. Our incubator array not only realized the high-throughput screening of microorganisms, but also provided an analytical tool for assessing individual differences in E. coli.


Assuntos
Escherichia coli , Incubadoras
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