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1.
Hum Vaccin Immunother ; 20(1): 2346966, 2024 Dec 31.
Artigo em Inglês | MEDLINE | ID: mdl-38741240

RESUMO

This research examines the low rate of co-administration of influenza and COVID-19 vaccines among seniors aged 65 and older in Korea, despite recommendations from authorities and academia worldwide. The study aimed to understand the influence of general characteristics and health beliefs on the vaccination choices of seniors, who were categorized into four groups based on their vaccination status: influenza only, COVID-19 only, both, or neither. A total of 400 participants, aged 65 and above, were selected through proportional stratified random sampling from five major Korean regions for a survey conducted between November 24th and December 15th, 2023. The results indicated no significant differences in general characteristics across these groups. However, regarding the health beliefs showed significant differences in perceived susceptibility and self-efficacy between the influenza-only and co-administration groups. Higher levels of perceived susceptibility and self-efficacy were associated with choosing co-administration. Contrary to previous studies focusing on safety concerns as a primary factor in vaccine hesitancy, this study highlights the role of individual health-related beliefs, particularly perceived susceptibility and self-efficacy, as critical in influencing the decision for co-administration among the elderly in Korea.


Assuntos
Vacinas contra COVID-19 , COVID-19 , Vacinas contra Influenza , Influenza Humana , Humanos , Idoso , Vacinas contra Influenza/administração & dosagem , Masculino , Feminino , Influenza Humana/prevenção & controle , República da Coreia , Vacinas contra COVID-19/administração & dosagem , COVID-19/prevenção & controle , Idoso de 80 Anos ou mais , Vacinação/psicologia , Vacinação/estatística & dados numéricos , Hesitação Vacinal/estatística & dados numéricos , Hesitação Vacinal/psicologia , Conhecimentos, Atitudes e Prática em Saúde , Inquéritos e Questionários , Autoeficácia , SARS-CoV-2/imunologia , Tomada de Decisões
2.
Biomol Ther (Seoul) ; 31(3): 306-311, 2023 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-37024262

RESUMO

The current study aimed to reveal the potential effect of meclofenamate, a nonsteroidal anti-inflammatory drug, on the gene expression of airway MUC5AC mucin. Human pulmonary mucoepidermoid NCI-H292 cells were pretreated with meclofenamate for 30 min and stimulated with phorbol 12-myristate 13-acetate (PMA) for 24 h. Thereafter, the effect of meclofenamate on the PMA-induced nuclear factor kappa B (NF-kB) signaling pathway was assessed. Meclofenamate inhibited glycoprotein production and mRNA expression of MUC5AC mucins induced by PMA by inhibiting the degradation of inhibitory kappa Bα (IkBα) and NF-kB p65 nuclear translocation. These results suggest meclofenamate suppresses mucin gene expression by regulating NF-kB signaling pathway in human pulmonary epithelial cells.

3.
Ann Palliat Med ; 11(12): 3636-3647, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36510457

RESUMO

BACKGROUND: Preoxygenation is a simple but very important procedure for preventing arterial desaturation. A higher fraction of inspired oxygen (FiO2) increases atelectasis and 80% oxygen results in significantly less atelectasis than 100% oxygen. We investigated whether there was a difference in the duration of adequate preoxygenation when using 100% and 80% oxygen. The proportion of patients for whom >3 min was required to achieve adequate preoxygenation was also investigated. METHODS: The VitalDB database of patients underwent general surgery between February 1, 2021 and November 12, 2021 was reviewed. The time between the start of preoxygenation and the point where a 10% difference between FiO2 and end-tidal oxygen (EtO2) was defined as the preoxygenation time. The patients were classified into 100% and 80% groups according to the oxygen concentration. Propensity score matching (PSM) was performed to control for potential confounding factors. RESULTS: Only 330 of the 1,377 patients had sufficient data for analysis: 179 in the 80% group and 151 in the 100% group. After PSM, 143 patients in each group were analyzed. The median preoxygenation time was 143 s [interquartile range (IQR): 120.5-181.5 s] and 144 s (IQR: 109.75-186.25 s) in the 80% and 100% groups, respectively [P=0.605; median difference =-1 s; 95% confidence interval (CI): -13 to 10]. Of the patients, 27% required >3 min for adequate preoxygenation. CONCLUSIONS: No difference in preoxygenation time was found between the 80% and 100% groups. For some patients, breathing for 3 min is not sufficient for adequate preoxygenation. EtO2 monitoring aids evaluation of whether preoxygenation was adequate.


Assuntos
Oxigênio , Respiração , Humanos , Bases de Dados Factuais , Pacientes , Estudos Retrospectivos
4.
J Int Med Res ; 50(11): 3000605221133688, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36324254

RESUMO

Extracorporeal membrane oxygenation (ECMO) assists blood circulation and gas exchange via a heart-lung machine. ECMO is used mainly in intensive care units as bridging therapy until heart and respiratory failure can be addressed or until transplantation can be performed. ECMO is sometimes used during surgery under general anaesthesia, depending on the patient's underlying diseases and the nature of the operation. If the oxygen supply and carbon dioxide removal capacity are limited, venovenous (VV)-ECMO can be helpful. Here, we describe the use of VV-ECMO for surgical resection of an endotracheal mass through rigid bronchoscopy in a patient who developed decompensating dyspnoea due to central airway obstruction (CAO).


Assuntos
Obstrução das Vias Respiratórias , Oxigenação por Membrana Extracorpórea , Insuficiência Respiratória , Humanos , Obstrução das Vias Respiratórias/etiologia , Obstrução das Vias Respiratórias/cirurgia , Traqueia , Insuficiência Respiratória/etiologia , Insuficiência Respiratória/terapia , Broncoscopia
5.
Front Pediatr ; 10: 883230, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36299695

RESUMO

Objective: This review aimed to evaluate the effectiveness of psychosocial and psychological interventions in nurses among intensive care units caring for pediatric patients. Methods: A literature search was performed in PubMed, EMBASE, CINAHL databases, using preferred reporting items for systematic reviews and meta-analysis guidelines. Study design, population characteristics, contents of the programs, measured outcomes, and results were systematically reviewed from 8 selected studies. To estimate the effect size, a meta-analysis of the studies was performed using the RevMan 5.3 program. The effect size used was the standardized mean difference. Results: Of 1,630 studies identified, 4 met the inclusion criteria, and 3 studies were used to estimate the effect size of psychosocial and psychological interventions. The primary outcome variable of these studies was stress. The effect of the intervention program on stress was also found to have no effect in individual studies, and the overall effect size was not statistically significant (standardized mean difference = -0.06; 95% confidence interval: -0.33, 0.20; Z = 0.48, p = 0.630). However, according to the individual literature included in this study, after the stress management program was applied as a group, a significant stress reduction was shown in the experimental group (p = 0.021). Conclusions: These results show that psychosocial and psychological interventions were effective in stress management by a group approach. Therefore, it is necessary to develop psychosocial support interventions for stress management of nurses among intensive care units caring for pediatric patients more diversely.

6.
PLoS One ; 17(6): e0269468, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35666742

RESUMO

BACKGROUND: Intraoperative hypertension and blood pressure (BP) fluctuation are known to be associated with negative patient outcomes. During robotic lower abdominal surgery, the patient's abdominal cavity is filled with CO2, and the patient's head is steeply positioned toward the floor (Trendelenburg position). Pneumoperitoneum and the Trendelenburg position together with physiological alterations during anesthesia, interfere with predicting BP changes. Recently, deep learning using recurrent neural networks (RNN) was shown to be effective in predicting intraoperative BP. A model for predicting BP rise was designed using RNN under special scenarios during robotic laparoscopic surgery and its accuracy was tested. METHODS: Databases that included adult patients (over 19 years old) undergoing low abdominal da Vinci robotic surgery (ovarian cystectomy, hysterectomy, myomectomy, prostatectomy, and salpingo-oophorectomy) at Soonchunhyang University Bucheon Hospital from October 2018 to March 2021 were used. An RNN-based model was designed using Python3 language with the PyTorch packages. The model was trained to predict whether hypertension (20% increase in the mean BP from baseline) would develop within 10 minutes after pneumoperitoneum. RESULTS: Eight distinct datasets were generated and the predictive power was compared. The macro-average F1 scores of the datasets ranged from 68.18% to 72.33%. It took only 3.472 milliseconds to obtain 39 prediction outputs. CONCLUSIONS: A prediction model using the RNN may predict BP rises during robotic laparoscopic surgery.


Assuntos
Aprendizado Profundo , Hipertensão , Laparoscopia , Pneumoperitônio , Procedimentos Cirúrgicos Robóticos , Adulto , Pressão Sanguínea/fisiologia , Feminino , Decúbito Inclinado com Rebaixamento da Cabeça/efeitos adversos , Decúbito Inclinado com Rebaixamento da Cabeça/fisiologia , Humanos , Hipertensão/etiologia , Laparoscopia/efeitos adversos , Masculino , Pneumoperitônio Artificial/efeitos adversos , Procedimentos Cirúrgicos Robóticos/efeitos adversos , Adulto Jovem
7.
Sensors (Basel) ; 22(9)2022 Apr 19.
Artigo em Inglês | MEDLINE | ID: mdl-35590799

RESUMO

Arterial hypotension is associated with incidence of postoperative complications, such as myocardial infarction or acute kidney injury. Little research has been conducted for the real-time prediction of hypotension, even though many studies have been performed to investigate the factors which affect hypotension events. This forecasting problem is quite challenging compared to diagnosis that detects high-risk patients at current. The forecasting problem that specifies when events occur is more challenging than the forecasting problem that does not specify the event time. In this work, we challenge the forecasting problem in 5 min advance. For that, we aim to build a systematic feature engineering method that is applicable regardless of vital sign species, as well as a machine learning model based on these features for real-time predictions 5 min before hypotension. The proposed feature extraction model includes statistical analysis, peak analysis, change analysis, and frequency analysis. After applying feature engineering on invasive blood pressure (IBP), we build a random forest model to differentiate a hypotension event from other normal samples. Our model yields an accuracy of 0.974, a precision of 0.904, and a recall of 0.511 for predicting hypotensive events.


Assuntos
Hipotensão , Pressão Arterial , Previsões , Humanos , Hipotensão/diagnóstico , Aprendizado de Máquina
8.
J Int Med Res ; 50(5): 3000605221103968, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-35634975

RESUMO

Compared with invasive mechanical ventilation, noninvasive ventilation (NIV) improves patient comfort and neurocognitive function; and reduces the likelihood of nosocomial infections and the need for sedation. NIV can also be used perioperatively to prevent postoperative pulmonary complications. This current report describes a case of a 64-year-old female patient with chronic obstructive pulmonary disease and chronic respiratory failure that underwent spinal anaesthesia during surgery. She was sedated with propofol. She brought her home ventilator equipment to the operating room and it was used in biphasic-positive airway pressure mode for immediate treatment of respiratory depression.


Assuntos
Raquianestesia , Ventilação não Invasiva , Procedimentos Ortopédicos , Doença Pulmonar Obstrutiva Crônica , Feminino , Humanos , Pessoa de Meia-Idade , Doença Pulmonar Obstrutiva Crônica/complicações , Doença Pulmonar Obstrutiva Crônica/cirurgia , Respiração Artificial
9.
J Int Med Res ; 50(1): 3000605211068309, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-35023372

RESUMO

General anaesthesia with a muscle relaxant is usually performed for rigid bronchoscopy (RB), but ventilation is challenging due to large amounts of leakage. Optiflow™ supplies 100% humidified, warmed oxygen at a rate of up to 70 l/min and this high flow rate may overcome the leakage problem. This case report describes four patients that were scheduled for RB. The lung lesions were all located below the carina, so a bronchial tube was inserted under general anaesthesia. Once a large amount of leakage was confirmed by manual ventilation, Optiflow™ was connected to the bronchial tube (flow rate, 70 l/min). All of the ports of the bronchoscopy were left open to prevent the risk of outlet obstruction. Oxygenation was well maintained with stable vital signs throughout the procedures, which took up to 34 min without airway intervention. There were no occurrences of cardiac arrhythmia or changes in the electrocardiograms. Respiratory acidosis recovered after emergence, which was confirmed by arterial blood gas analysis in all cases. Apnoeic oxygenation using Optiflow™ was applied successfully during RB. Applying Optiflow™ could make cases of difficult ventilation during RB much easier for the anaesthetist. Larger studies need to demonstrate the efficacy and safety of this technique.


Assuntos
Insuflação , Administração Intranasal , Apneia , Broncoscopia , Humanos , Respiração Artificial
10.
Ann Palliat Med ; 11(8): 2768-2772, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-35073715

RESUMO

There are many patients who refuse to receive blood transfusions for religious or other reasons. Bloodless medicine and surgery are no longer new concept, but patients who refuse blood transfusion are still transferred to the bloodless center, regardless of patients' intention, for treatment. Here, we discuss the need for patient blood management when blood is not an option to treat them. Two patients of advanced age were transferred to our bloodless center due to refusal of transfusion. They are Jehovah's Witnesses and refused to receive blood transfusion despite life-threatening anemia and severe underlying diseases. Patient blood management protocols including iron supplementation, subcutaneous erythropoietin, folic acid and vitamin B were implemented to improve hematopoiesis, and supportive care was also performed to treat underlying diseases. Levels of Hemoglobin/Hematocrit and their symptom gradually improved about a week after treatment, and their condition had gradually stabilized. They were discharged safely. We treated patients of advanced age with severe underlying diseases and life-threatening anemia using patient blood management due to refusal of a blood transfusion. The patient blood management may be a useful alternative strategy, which meet the needs of patients who refuse blood transfusions as well as the need to reduce the use of blood products due to limited supply.


Assuntos
Anemia , Testemunhas de Jeová , Anemia/terapia , Transfusão de Sangue/métodos , Cristianismo , Humanos
11.
J Int Med Res ; 49(9): 3000605211045230, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34530632

RESUMO

The number of patients with heart failure with reduced ejection fraction (HFrEF) is increasing. These patients have a reduced cardiorespiratory reserve. Therefore, preoperative evaluation is essential to determine the best type of anaesthesia to use in patients with HFrEF. A 70-year-old man with HFrEF was scheduled to undergo debridement of skin necrosis due to thrombotic occlusion of the right common iliac artery. He had undergone wound dressing changes under local anaesthesia every other day for several months, and treatment for heart failure was on-going. A sciatic nerve and fascia iliaca compartment block was performed under ultrasound guidance because of the patient's cardiopulmonary function. After confirming adequate sensory blockage, surgery was performed without any haemodynamic instability or complications. Thereafter, debridement was performed twice more using the same block technique, and a skin autograft was also successfully performed. We successfully performed an ultrasound-guided sciatic nerve and fascia iliaca compartment block in a patient with HFrEF who was scheduled to undergo lower limb surgery. Peripheral nerve block is an alternative option for patients with HFrEF.


Assuntos
Insuficiência Cardíaca , Bloqueio Nervoso , Idoso , Anestésicos Locais , Insuficiência Cardíaca/diagnóstico por imagem , Insuficiência Cardíaca/cirurgia , Humanos , Extremidade Inferior/diagnóstico por imagem , Extremidade Inferior/cirurgia , Masculino , Nervo Isquiático , Volume Sistólico , Ultrassonografia de Intervenção
12.
J Korean Acad Nurs ; 51(2): 173-187, 2021 Apr.
Artigo em Coreano | MEDLINE | ID: mdl-33993124

RESUMO

PURPOSE: To compare the effects of education only and exercise training combined with education on fall knowledge, fall efficacy, physical activity, and physical function in adults aged 70 years or older residing in elderly residential facilities. METHODS: A three-group pre- and post-test design was utilized: education only (EO; n = 23), education and TheraBand (ET; n = 22), and education and walking (EW; n = 22). Fall education was provided for all three groups. In addition, TheraBand exercise training was provided for the ET and a walking exercise for the EW. Data were collected from November 1st, 2017 to February 15th, 2019 and analyzed with χ² test, paired t-test, and one-way ANOVA using IBM SPSS/WIN ver. 22.0. RESULTS: Compared with the EO, the ET and the EW were more effective in terms of fall efficacy, physical activity, and lower extremity muscle strength. The EW showed higher improvement in walking abilities than the EO and the ET. CONCLUSION: Exercise training combined with education is more effective in preventing falls among community-dwelling adults aged 70 years or older. When considering fall prevention programs for older adults, both TheraBand and walking exercise training combined with education can be chosen based on the participant's physical status. Aggressive strategies to improve daily walking are required to maintain walking abilities among community-dwelling adults aged 70 years or older.


Assuntos
Acidentes por Quedas/prevenção & controle , Terapia por Exercício/métodos , Exercício Físico , Educação de Pacientes como Assunto , Equilíbrio Postural , Idoso , Feminino , Idoso Fragilizado , Humanos , Masculino , Força Muscular , Instituições Residenciais , Caminhada
13.
Artigo em Inglês | MEDLINE | ID: mdl-33916718

RESUMO

The purpose of this study was to evaluate the reliability and validity of a Korean version of the 20-item COVID-19 phobia tool, which was developed through a translation-reverse translation process. These data were collected from 226 persons using a self-reported questionnaire. Exploratory and confirmatory factor analyses were used to test construct validity. Finally, for 19 out of 20 items, the item-level convergence and differential validity were confirmed. In addition, the reliability and validity of the tool as a whole has been verified. For the subscales, Cronbach's α was 0.90 for psychological, 0.87 for psychosomatic, 0.86 for economic, and 0.87 for social. Appropriate reliability was confirmed. Correlations between the COVID-19 phobia tool and fear of COVID-19 confirmed validity. The Korean version of the COVID-19 phobia tool is an appropriate scale for measuring the fear of COVID-19 and relevant psychological characteristics. Therefore, future studies in areas such as health and nursing could use this tool as required.


Assuntos
COVID-19 , Transtornos Fóbicos , Humanos , Transtornos Fóbicos/diagnóstico , Psicometria , Reprodutibilidade dos Testes , República da Coreia , SARS-CoV-2 , Inquéritos e Questionários
14.
Arch Gerontol Geriatr ; 91: 104241, 2020 Aug 25.
Artigo em Inglês | MEDLINE | ID: mdl-32882587

RESUMO

PURPOSE: A systematic review and meta-analysis was conducted to assess the types of healthcare intervention programs offered to patients with multimorbidity and their effects on key psychosocial factors. METHODS: For this systematic review and meta-analysis, we searched databases like Cochrane Library, PubMed, Embase, CINAHL RISS, KISS, etc. for studies published between January 1, 2009, and April 30, 2019. In total, 8,248 studies in English or Korean were reviewed. We included only randomized controlled trials or quasi-experimental studies that applied healthcare interventions and had major effects on the psychosocial factors in adult patients with multimorbidity. Methodological quality was assessed using Cochrane collaboration risk of bias tool. Meta-analysis was performed using the Review Manager 5.3 version to estimate the effect size. RESULTS: We identified six randomized controlled trials and 1446 subjects were enrolled. The results reveal that healthcare interventions have an effect on self-rated health (SMD = 0.53 95 % CI: 0.26, 0.79, p < .001), reducing anxiety (SMD = -0.19 95 % CI: -0.36, -0.01, p = .030) and depression (SMD = -0.27 95 % CI: -0.44, -0.10, p = .002), and improving self-efficacy (SMD = 0.21 95 % CI: 0.06, 0.35, p = .005) for patients with multimorbidity. However, there was no significant effect on quality of life. CONCLUSION: Healthcare interventions had significant positive effects on self-rated health, anxiety, depression, and self-efficacy of patients with multimorbidity. These results are expected to serve as basic data for the development of a community-based integrated healthcare intervention program and health policy, especially for the vulnerable older population with multimorbidity.

15.
J Int Med Res ; 48(9): 300060520952651, 2020 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-32883133

RESUMO

Twelfth rib syndrome is a rare condition that causes severe pain in the loin. The diagnosis of this phenomenon is based on the patient's medical history and physical examination findings. However, many clinicians still lack an understanding of the disease; this delays an accurate diagnosis, causing patients to experience prolonged pain without proper treatment. We herein describe a 72-year-old woman and a 47-year-old woman with loin pain. They had undergone various imaging tests, but the cause of the pain remained unknown. Their pain was reproduced by the hooking maneuver, and twelfth rib syndrome was diagnosed. Both patients were immediately relieved of pain after a twelfth intercostal nerve block. Early diagnosis and appropriate treatment are needed for pain relief in patients with twelfth rib syndrome.


Assuntos
Anestesia por Condução , Dor Lombar , Idoso , Feminino , Humanos , Pessoa de Meia-Idade , Manejo da Dor , Costelas/diagnóstico por imagem , Síndrome
16.
Sensors (Basel) ; 20(16)2020 Aug 14.
Artigo em Inglês | MEDLINE | ID: mdl-32824073

RESUMO

Hypotensive events in the initial stage of anesthesia can cause serious complications in the patients after surgery, which could be fatal. In this study, we intended to predict hypotension after tracheal intubation using machine learning and deep learning techniques after intubation one minute in advance. Meta learning models, such as random forest, extreme gradient boosting (Xgboost), and deep learning models, especially the convolutional neural network (CNN) model and the deep neural network (DNN), were trained to predict hypotension occurring between tracheal intubation and incision, using data from four minutes to one minute before tracheal intubation. Vital records and electronic health records (EHR) for 282 of 319 patients who underwent laparoscopic cholecystectomy from October 2018 to July 2019 were collected. Among the 282 patients, 151 developed post-induction hypotension. Our experiments had two scenarios: using raw vital records and feature engineering on vital records. The experiments on raw data showed that CNN had the best accuracy of 72.63%, followed by random forest (70.32%) and Xgboost (64.6%). The experiments on feature engineering showed that random forest combined with feature selection had the best accuracy of 74.89%, while CNN had a lower accuracy of 68.95% than that of the experiment on raw data. Our study is an extension of previous studies to detect hypotension before intubation with a one-minute advance. To improve accuracy, we built a model using state-of-art algorithms. We found that CNN had a good performance, but that random forest had a better performance when combined with feature selection. In addition, we found that the examination period (data period) is also important.


Assuntos
Aprendizado Profundo , Hipotensão , Intubação Intratraqueal/efeitos adversos , Aprendizado de Máquina , Adulto , Idoso , Algoritmos , Feminino , Humanos , Hipotensão/diagnóstico , Masculino , Pessoa de Meia-Idade , Redes Neurais de Computação
17.
J Korean Acad Nurs ; 50(3): 369-384, 2020 Jun.
Artigo em Coreano | MEDLINE | ID: mdl-32632071

RESUMO

PURPOSE: The purpose of this study was to analyze anxiety and depression among infertile women at different time points during the first In Vitro Fertilization (IVF) or Intracytoplasmic Sperm Injection (ICSI) treatment through a systematic review and meta-analysis. METHODS: Seven out of 3,011 studies were included for meta-analysis. To estimate the effect size, a meta-analysis of the studies was performed using the RevMan 5.3 program. We compared the measurement outcomes at three time points: before the start of treatment (T0), cancellation of treatment after pregnancy detection (T2), one to six months after treatment (T3). The effect size used was the standardized mean difference (SMD). RESULTS: In comparing the different time points of the pregnant women from their cycle, significantly lower levels of depression were found at T2 than at T0. In non-pregnant women, anxiety at T2 and depression at T2 and T3 were significantly higher than those at T0. At T2 and T3, the non-pregnant women reported higher levels of anxiety and depression compared with the pregnant women. CONCLUSION: Anxiety and depression in infertile women undergoing the first IVF or ICSI are associated with the time points and pregnancy status after treatment. These findings suggest that attention should be paid to helping infertile women prepare for and cope with treatment and treatment failure.


Assuntos
Ansiedade/etiologia , Depressão/etiologia , Fertilização in vitro , Infertilidade Feminina/psicologia , Feminino , Humanos , Infertilidade Feminina/complicações , Gravidez , Gestantes/psicologia
18.
PLoS One ; 15(4): e0231172, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32298292

RESUMO

Arterial hypotension during the early phase of anesthesia can lead to adverse outcomes such as a prolonged postoperative stay or even death. Predicting hypotension during anesthesia induction is complicated by its diverse causes. We investigated the feasibility of developing a machine-learning model to predict postinduction hypotension. Naïve Bayes, logistic regression, random forest, and artificial neural network models were trained to predict postinduction hypotension, occurring between tracheal intubation and incision, using data for the period from between the start of anesthesia induction and immediately before tracheal intubation obtained from an anesthesia monitor, a drug administration infusion pump, an anesthesia machine, and from patients' demographics, together with preexisting disease information from electronic health records. Among 222 patients, 126 developed postinduction hypotension. The random-forest model showed the best performance, with an area under the receiver operating characteristic curve of 0.842 (95% confidence interval [CI]: 0.736-0.948). This was higher than that for the Naïve Bayes (0.778; 95% CI: 0.65-0.898), logistic regression (0.756; 95% CI: 0.630-0.881), and artificial-neural-network (0.760; 95% CI: 0.640-0.880) models. The most important features affecting the accuracy of machine-learning prediction were a patient's lowest systolic blood pressure, lowest mean blood pressure, and mean systolic blood pressure before tracheal intubation. We found that machine-learning models using data obtained from various anesthesia machines between the start of anesthesia induction and immediately before tracheal intubation can predict hypotension occurring during the period between tracheal intubation and incision.


Assuntos
Anestesia Geral/efeitos adversos , Anestésicos/efeitos adversos , Hipotensão/epidemiologia , Aprendizado de Máquina , Modelos Cardiovasculares , Adulto , Idoso , Anestesia Geral/instrumentação , Anestésicos/administração & dosagem , Pressão Arterial/efeitos dos fármacos , Teorema de Bayes , Colecistectomia Laparoscópica/efeitos adversos , Sistemas de Liberação de Medicamentos/estatística & dados numéricos , Registros Eletrônicos de Saúde/estatística & dados numéricos , Estudos de Viabilidade , Feminino , Humanos , Hipotensão/etiologia , Intubação Intratraqueal/efeitos adversos , Masculino , Pessoa de Meia-Idade , Monitorização Intraoperatória/estatística & dados numéricos , Redes Neurais de Computação , Curva ROC , Estudos Retrospectivos , Medição de Risco/métodos
19.
Water Res ; 165: 114970, 2019 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-31426007

RESUMO

To properly design reverse electrodialysis (RED) stacks, modeling of ion transport and prediction of power generation on the single RED stack are very important. Currently, the Nernst-Planck equation is widely adopted to simulate ion transport through IEMs. However, applying typical Nernst-Planck equation is not proper to analyze ion transport through the heterogeneous thin-composite pore-filling membrane because of the non-conductive site in the membrane matrix. Herein, we firstly introduced modified Nernst-Planck equation by addressing conductive traveling length (CTL) to simulate the ion transport through the thin-composite pore-filling membranes and the performance of a single RED stack with the same membranes. Also, 100 cell-pairs of RED stacks were assembled to validate modified Nernst-Planck equation according to the flow rate and membrane types. Under the OCV condition, the conductivity of the effluents was measured to validate the modified Nernst-Planck equation, and differences between modeling and experiments were less than 1.5 mS/cm. Theoretical OCV and current density were estimated by using modified Nernst-Planck equation. In particular, hydrophobicity on the surface of the heterogeneous membrane was considered to describe ion transport through the pore-filling membranes. Moreover, power generation from RED stacks was calculated according to the flow rate and the number of cell pairs.


Assuntos
Membranas Artificiais , Fontes de Energia Bioelétrica , Condutividade Elétrica
20.
J Korean Acad Nurs ; 48(3): 255-265, 2018 Jun.
Artigo em Coreano | MEDLINE | ID: mdl-29968682

RESUMO

PURPOSE: The purpose of this study was to analyze the effect of emergency contraceptive pill on adolescent sexuality and contraceptive behaviors through a meta - analysis of intervention studies on advance provision of emergency contraceptives. This study aimed to provide objective data on the transition of general medicines to be discussed in relation to the reclassification of emergency contraceptive pills. METHODS: Using electronic database, 1,820 studies written in Korean or English without limitation of the year were reviewed and for analysis, 5 studies were selected, in which emergency contraceptives were provided to adolescents. RESULTS: The advance provision of emergency contraceptives has increased their use and shortened the time it takes to take contraceptive pills after unprotected sex. There was no change in the frequency of engaging in sexual intercourse and unprotected sex or in existing contraceptive behavior, pregnancy rates decreased, but there was no increase in sexually transmitted infection. CONCLUSION: The results of this study provide objective grounds for the reclassification of emergency contraceptive pills and propose effective interventional programs on contraceptive education, such as on efficacy and side effects of the contraceptive drug and its proper use among the youth who engage in sexual activity, to improve their reproductive health.


Assuntos
Comportamento Contraceptivo/psicologia , Anticoncepcionais Pós-Coito/farmacologia , Fertilidade/efeitos dos fármacos , Comportamento Sexual/psicologia , Adolescente , Bases de Dados Factuais , Humanos
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