Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 54
Filtrar
1.
Diagnostics (Basel) ; 14(17)2024 Aug 26.
Artículo en Inglés | MEDLINE | ID: mdl-39272652

RESUMEN

This study aims to enhance breast cancer detection accuracy through an AI-driven ultrasound tool, Vis-BUS, developed by Barreleye Inc., Seoul, South Korea. Vis-BUS incorporates Lesion Detection AI (LD-AI) and Lesion Analysis AI (LA-AI), along with a Cancer Probability Score (CPS), to differentiate between benign and malignant breast lesions. A retrospective analysis was conducted on 258 breast ultrasound examinations to evaluate Vis-BUS's performance. The primary methods included the application of LD-AI and LA-AI to b-mode ultrasound images and the generation of CPS for each lesion. Diagnostic accuracy was assessed using metrics such as the Area Under the Receiver Operating Characteristic curve (AUROC) and the Area Under the Precision-Recall curve (AUPRC). The study found that Vis-BUS achieved high diagnostic accuracy, with an AUROC of 0.964 and an AUPRC of 0.967, indicating its effectiveness in distinguishing between benign and malignant lesions. Logistic regression analysis identified that 'Fatty' lesion density had an extremely high odds ratio (OR) of 27.7781, suggesting potential convergence issues. The 'Unknown' density category had an OR of 0.3185, indicating a lower likelihood of correct classification. Medium and large lesion sizes were associated with lower likelihoods of correct classification, with ORs of 0.7891 and 0.8014, respectively. The presence of microcalcifications showed an OR of 1.360. Among Breast Imaging-Reporting and Data System categories, category C5 had a significantly higher OR of 10.173, reflecting a higher likelihood of correct classification. Vis-BUS significantly improves diagnostic precision and supports clinical decision-making in breast cancer screening. However, further refinement is needed in areas like lesion density characterization and calcification detection to optimize its performance.

2.
Diagnostics (Basel) ; 14(12)2024 Jun 12.
Artículo en Inglés | MEDLINE | ID: mdl-38928652

RESUMEN

Non-alcoholic fatty liver disease (NAFLD), prevalent among conditions like obesity and diabetes, is globally significant. Existing ultrasound diagnosis methods, despite their use, often lack accuracy and precision, necessitating innovative solutions like AI. This study aims to validate an AI-enhanced quantitative ultrasound (QUS) algorithm for NAFLD severity assessment and compare its performance with Magnetic Resonance Imaging Proton Density Fat Fraction (MRI-PDFF), a conventional diagnostic tool. A single-center cross-sectional pilot study was conducted. Liver fat content was estimated using an AI-enhanced quantitative ultrasound attenuation coefficient (QUS-AC) of Barreleye Inc. with an AI-based QUS algorithm and two conventional ultrasound techniques, FibroTouch Ultrasound Attenuation Parameter (UAP) and Canon Attenuation Imaging (ATI). The results were compared with MRI-PDFF values. The intraclass correlation coefficient (ICC) was also assessed. Significant correlation was found between the QUS-AC and the MRI-PDFF, reflected by an R value of 0.95. On other hand, ATI and UAP displayed lower correlations with MRI-PDFF, yielding R values of 0.73 and 0.51, respectively. In addition, ICC for QUS-AC was 0.983 for individual observations. On the other hand, the ICCs for ATI and UAP were 0.76 and 0.39, respectively. Our findings suggest that AC with AI-enhanced QUS could serve as a valuable tool for the non-invasive diagnosis of NAFLD.

3.
Pediatr Emerg Care ; 40(9): 674-680, 2024 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-38498930

RESUMEN

BACKGROUND: Although the reporting rate of child abuse is increasing every year, the child abuse detection rate is 3.81% as of 2019 in Korea, which is significantly lower than that of developed countries for child rights. OBJECTIVE: We investigated the associated factors with barriers that emergency physicians face in recognizing and reporting cases of child abuse. METHODS: From May to July 2022, 240 emergency physicians working in the 15 emergency department were asked to participate in the survey via email. The questionnaire included the respondent's basic information, treatment experience for child abuse, reasons for reporting or not reporting, and opinions on measures to increase the reporting rate. We conducted a logistic regression analysis to discern the factors contributing to underreporting. RESULTS: Seventy-one individuals were included in the analysis, after excluding those who had never encountered suspected cases of child abuse. A multivariable logistic regression was performed with the above variables, and although it was not statistically significant, there was a tendency for workers to report well when working at a pediatric emergency department (odds ratio [95% confidence interval], 3.97 [0.98-16.09]). The primary reason for reporting suspected abuse was the pattern of damage suspected of abuse. The first reason for not reporting suspected abuse was because they were not sure it was child abuse. Respondents answered that to report better, a quick and appropriate response from the police and confidentiality of the reporter were needed. CONCLUSIONS: Physicians in pediatric emergency departments demonstrated a tendency for more proactive reporting suspected cases of child abuse.


Asunto(s)
Maltrato a los Niños , Servicio de Urgencia en Hospital , Notificación Obligatoria , Médicos , Humanos , Maltrato a los Niños/diagnóstico , Maltrato a los Niños/estadística & datos numéricos , República de Corea , Encuestas y Cuestionarios , Femenino , Masculino , Niño , Adulto , Abuso Físico/estadística & datos numéricos , Persona de Mediana Edad
4.
Diagnostics (Basel) ; 14(4)2024 Feb 14.
Artículo en Inglés | MEDLINE | ID: mdl-38396457

RESUMEN

Traditional B-mode ultrasound has difficulties distinguishing benign from malignant breast lesions. It appears that Quantitative Ultrasound (QUS) may offer advantages. We examined the QUS imaging system's potential, utilizing parameters like Attenuation Coefficient (AC), Speed of Sound (SoS), Effective Scatterer Diameter (ESD), and Effective Scatterer Concentration (ESC) to enhance diagnostic accuracy. B-mode images and radiofrequency signals were gathered from breast lesions. These parameters were processed and analyzed by a QUS system trained on a simulated acoustic dataset and equipped with an encoder-decoder structure. Fifty-seven patients were enrolled over six months. Biopsies served as the diagnostic ground truth. AC, SoS, and ESD showed significant differences between benign and malignant lesions (p < 0.05), but ESC did not. A logistic regression model was developed, demonstrating an area under the receiver operating characteristic curve of 0.90 (95% CI: 0.78, 0.96) for distinguishing between benign and malignant lesions. In conclusion, the QUS system shows promise in enhancing diagnostic accuracy by leveraging AC, SoS, and ESD. Further studies are needed to validate these findings and optimize the system for clinical use.

5.
J Korean Med Sci ; 39(1): e2, 2024 Jan 08.
Artículo en Inglés | MEDLINE | ID: mdl-38193324

RESUMEN

BACKGROUND: Inter-hospital transfers of severely injured patients are inevitable due to limited resources. We investigated the association between inter-hospital transfer and the prognosis of pediatric injury using the Korean multi-institutional injury registry. METHODS: This retrospective observational study was conducted from January 2013 to December 2017; data for hospitalized subjects aged < 18 years were extracted from the Emergency Department-based Injury in Depth Surveillance database, in which 22 hospitals are participating as of 2022. The survival rates of the direct transfer group and the inter-hospital transfer group were compared, and risk factors affecting 30-day mortality and 72- hour mortality were analyzed. RESULTS: The total number of study subjects was 18,518, and the transfer rate between hospitals was 14.5%. The overall mortality rate was 2.3% (n = 422), the 72-hour mortality was 1.7% (n = 315) and the 30-day mortality rate was 2.2% (n = 407). The Kaplan-Meier survival curve revealed a lower survival rate in the inter-hospital transfer group than in the direct visit group (log-rank, P < 0.001). Cox proportional hazards regression analysis showed that inter-hospital transfer group had a higher 30-day mortality rate and 72-hour mortality (hazard ratio [HR], 1.681; 95% confidence interval [CI], 1.232-2.294 and HR, 1.951; 95% CI, 1.299-2.930) than direct visit group when adjusting for age, sex, injury severity, and head injury. CONCLUSION: Among the pediatric injured patients requiring hospitalization, inter-hospital transfer in the emergency department was associated with the 30-day mortality rate and 72-hour mortality rate in Korea.


Asunto(s)
Hospitales , Traumatismo Múltiple , Niño , Humanos , Servicio de Urgencia en Hospital , Instituciones de Salud , Pronóstico , Estudios Retrospectivos
6.
Medicine (Baltimore) ; 102(39): e35026, 2023 Sep 29.
Artículo en Inglés | MEDLINE | ID: mdl-37773798

RESUMEN

One common reason why clinicians are often hesitate to administer balanced crystalloids in the emergency department is the potential occurrence of unexpected hyperkalemia in patients with chronic kidney disease (CKD). In order to investigate the changes in potassium levels resulting from the administration of balanced crystalloids, specially Plasma Solution A (a generic version of Plasma-Lyte), to emergency department patients with CKD, we conducted an evaluation. A retrospective cohort study was conducted at a single academic hospital. Our study included patients with CKD who received intravenous Plasma Solution A and underwent electrolyte follow-up testing within 24 hours of administration. In total, there were 745 patients included in this study, of whom 87 had CKD. Through a 1:1 propensity score matching procedure for factors other than the estimated glomerular filtration rate, we matched 87 patients with normal kidney function to 87 CKD patients. For patients with CKD, the mean standard deviation SD administered volume of Plasma Solution A was 28.7 (21.0) mL/kg, and the mean SD administration duration was 13.2 (4.5) hours. The mean SD potassium level decreased from 4.3 (0.6) mmol/L to 4.1 (0.6) mmol/L (P = .029). Our study findings suggest that there may be no significant harmful increase in potassium levels or worsening of renal function within 24 hours after the intravenous administration of approximately 2 L of Plasma Solution A to patients with CKD.


Asunto(s)
Hiperpotasemia , Insuficiencia Renal Crónica , Humanos , Soluciones Cristaloides , Potasio , Estudios Retrospectivos , Hiperpotasemia/etiología , Insuficiencia Renal Crónica/complicaciones , Insuficiencia Renal Crónica/terapia , Servicio de Urgencia en Hospital
7.
Pediatr Emerg Care ; 39(5): 324-328, 2023 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-37115990

RESUMEN

OBJECTIVES: The objective of this study was to define the care factors that are important to caregivers' satisfaction with pediatric laceration repair and the overall emergency department (ED) experience. METHODS: This was a cross-sectional observation study performed in an urban tertiary hospital. The caregivers of patients younger than 18 years who presented to the ED for laceration repair completed a survey. Demographic data were analyzed. Univariate and multivariate logistic regressions were used to determine the factors related to satisfaction with the laceration repair and the overall ED experience. RESULTS: Fifty-five caregivers were enrolled. Most of the children had facial lacerations (n = 44, 80%). The median length of ED stay was 181 minutes (interquartile range [IQR], 157-208 minutes). The children's median age was 41.8 months (IQR, 23-91 months); the caregivers' median age was 37 years (IQR, 35-41 years). Most lacerations were repaired by plastic surgeons (81.8%). In the multivariate regression analysis, preparation before the procedure, mid-income family, caring attitude of the nurse, cosmetic outcome, and measures to control the patient's anxiety were significantly related to the caregiver's satisfaction with laceration repair (P < 0.05), whereas preparation before the procedure and ED environment were significantly related to the caregiver's satisfaction with the overall ED experience (P < 0.05). CONCLUSIONS: Preparation before the procedure was significantly related to the caregiver's satisfaction with both pediatric laceration repair and the overall PED experience. The strongest predictors were cosmetic outcome for laceration repair and preparation for the procedure for the overall PED experience. Our findings suggest that improvements in various aspects will increase parent satisfaction.


Asunto(s)
Laceraciones , Adulto , Niño , Preescolar , Humanos , Cuidadores , Estudios Transversales , Servicio de Urgencia en Hospital , Laceraciones/cirugía , Satisfacción Personal
8.
Children (Basel) ; 10(1)2023 Jan 14.
Artículo en Inglés | MEDLINE | ID: mdl-36670711

RESUMEN

Introduction: We sought to determine whether the delta neutrophil index (DNI), a marker that is reported to be used to predict the diagnosis, prognosis, and disease severity of bacteremia and sepsis, is useful in differentiating bacterial infection without bacteremia (BIWB) from viral infections (VI) in pediatric febrile patients in the emergency department (ED). Method: We conducted a retrospective analysis of febrile patients' medical records from the pediatric ED of the teaching hospital. The patients with BIWB and those with VI were identified with a review of medical records. The primary outcome was the diagnostic performance of DNI in differentiating BIWB from VI. The secondary outcome was a comparison of the diagnostic performances of DNI, CRP, WBC, and neutrophil count between the two groups. Results: A total of 151 (26.3%) patients were in the BIWB group, and 423 (73.7%) were in the VI group. There was no significant difference in DNI between the two groups (3.51 ± 6.90 vs. 3.07 ± 5.82, mean ± SD, BIWB vs. VI). However, CRP levels were significantly higher in the BIWB group than in the VI group (4.56 ± 5.45 vs. 1.39 ± 2.12, mean ± SD, BIWB vs. VI, p < 0.05). The AUROCs of DNI, WBC count, neutrophil levels, RDW, and CRP levels were 0.5016, 0.5531, 0.5631, 0.5131, and 0.7389, respectively, and only CRP levels were helpful in differentiating BIWB from VI. Conclusion: In the absence of bacteremia, DNI would not be helpful in differentiating BIWB from VI in pediatric febrile patients.

9.
Shock ; 59(1): 118-124, 2023 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-36377364

RESUMEN

ABSTRACT: Objectives: Excessive accumulation of extravascular lung water impairs respiratory gas exchange and results in respiratory distress. Real-time radiofrequency signals of ultrasound can continuously and quantitatively monitor excessive lung water. This study aims to evaluate the availability of continuous real-time quantitative pulmonary edema monitoring using ultrasound radiofrequency signals and compare it with Pa o2 (partial pressure of arterial oxygen)/F io2 (fraction of inspired oxygen) (PF) ratio, conventional lung ultrasound, and the Hounsfield unit of chest computed tomography. Methods: Male Yorkshire pigs (40.5 ± 0.5 kg) were anesthetized and mechanically ventilated. A balanced crystalloid was administered to induce hydrostatic pulmonary edema. Three different infusion rates of 2, 4, and 6 mL/kg per minute were tested to determine the infusion rate for the appropriate swine model. The chest computed tomography and ultrasonography with radiofrequency signals were taken every 5 min during the full inspiration. The ultrasonography scans with radiofrequency signals were measured at the intercostal space where the line crossing the two armpits and the right anterior axillary line intersected. Results: The infusion rate of fluid for the pulmonary edema model was determined to be 6 mL/kg per minute, and a total of four pigs were tested at an injection rate of 6 mL/kg. The adjusted R2 values of regression analysis between the radiofrequency signal and computer tomography Hounsfield score were 0.990, 0.993, 0.988, and 0.993 (all P values <0.05). All radiofrequency signal changes preceded changes in PF ratio or lung ultrasound changes. The area under the receiver operating characteristic curve of the radiofrequency signal for predicting PF ratio <300 was 0.88 (95% confidence interval, 0.82-0.93). Conclusion: We evaluated ultrasound radiofrequency signals to assess pulmonary edema in a swine model that can worsen gradually and showed that quantitative ultrasound radiofrequency signal analysis could assess pulmonary edema and its progression before PF ratio or lung ultrasound changes.


Asunto(s)
Edema Pulmonar , Masculino , Animales , Porcinos , Edema Pulmonar/diagnóstico por imagen , Pulmón/diagnóstico por imagen , Agua Pulmonar Extravascular , Ultrasonografía , Oxígeno
10.
Microbiol Spectr ; 10(4): e0086422, 2022 08 31.
Artículo en Inglés | MEDLINE | ID: mdl-35862959

RESUMEN

Proper selection of susceptible antibiotics in drug-resistant bacteria is critical to treat bloodstream infection. Although biomarkers that guide antibiotic therapy have been extensively evaluated, little is known about host biomarkers targeting in vivo antibiotic susceptibility. Therefore, we aimed to evaluate the trends of hemodynamics and biomarkers in a porcine bacteremia model treated with insusceptible antibiotics compared to those in susceptible models. Extended-spectrum ß-lactamase (ESBL)-producing Escherichia coli (E. coli, 5.0 * 10^9 CFU) was intravenously administered to 11 male pigs. One hour after bacterial infusion, pigs were assigned to two groups of antibiotics, ceftriaxone (n = 6) or ertapenem (n = 5). Pigs were monitored up to 7 h after bacterial injection with fluid and vasopressor support to maintain the mean arterial blood pressure over 65 mmHg. Blood sampling for blood culture and plasma acquisition was performed before and every predefined hour after E. coli injection. Cytokine (tumor necrosis factor-α, interleukin [IL]-1ß, IL-6, IL-8, IL-10, C-reactive protein, procalcitonin, presepsin, heparan sulfate, syndecan, and soluble triggering receptor expressed on myeloid cells-1 [sTREM-1]) levels in plasma were analyzed using enzyme-linked immunosorbent assays. Bacteremia developed after intravenous injection of E. coli, and negative conversion was confirmed only in the ertapenem group. While trends of other biomarkers failed to show differences, the trend of sTREM-1 was significantly different between the two groups (P = 0.0001, two-way repeated measures analysis of variance). Among hemodynamics and biomarkers, the sTREM-1 level at post 2 h after antibiotics administration represented a significant difference depending on susceptibility, which can be suggested as a biomarker candidate of in vivo antibiotics susceptibility. Further clinical studies are warranted for validation. IMPORTANCE Early and appropriate antibiotic treatment is a keystone in treating patients with sepsis. Despite its importance, blood culture which requires a few days remains as a pillar of diagnostic method for microorganisms and their antibiotic susceptibility. Whether changes in biomarkers and hemodynamics indicate treatment response of susceptible antibiotic compared to resistant one is not well understood to date. In this study using extended-spectrum ß-lactamase -producing E. coli bacteremia porcine model, we have demonstrated the comprehensive cardiovascular hemodynamics and trends of plasma biomarkers in sepsis and compared them between two groups with susceptible and resistant antibiotics. While other hemodynamics and biomarkers have failed to differ, we have identified that levels of soluble triggering receptor expressed on myeloid cells-1 (sTREM-1) significantly differed between the two groups over time. Based on the data in this study, trends of sTREM-1 obtained before the antibiotics and 2~4 h after the antibiotics could be a novel host biomarker that triggers the step-up choice of antibiotics.


Asunto(s)
Bacteriemia , Sepsis , Animales , Antibacterianos/farmacología , Antibacterianos/uso terapéutico , Bacteriemia/tratamiento farmacológico , Bacteriemia/microbiología , Biomarcadores , Ertapenem/uso terapéutico , Escherichia coli , Hemodinámica , Masculino , Sepsis/tratamiento farmacológico , Porcinos , Receptor Activador Expresado en Células Mieloides 1 , beta-Lactamasas
11.
Children (Basel) ; 9(2)2022 Feb 17.
Artículo en Inglés | MEDLINE | ID: mdl-35204997

RESUMEN

BACKGROUND: We determined whether a decrease in healthcare utilization patterns during the COVID-19 pandemic affected the treatment process of pediatric patients with intussusception. METHODS: Patients with suspected intussusception who had ICD-10 code K561 as their discharge diagnosis from the national database were selected, and those who underwent either radiologic and/or surgical reduction were defined as true intussusception patients. We compared the time periods from patients visiting the ED to ultrasound, radiologic reduction and/or surgical reduction between the study group (first half of 2020, COVID-19 period) and the control groups (control group 1: first half of 2019, control group 2: second half of 2019). RESULTS: The number of suspected intussusception patients in each group was 1223, 1576, and 624, and the incidence rates were 7.85, 11.30, and 4.19 per 100,000 person-half-years (control group 1, control group 2, study group, respectively, p < 0.05). No differences in terms of the time from the ED visit to ultrasound, radiological reduction and/or surgical reduction were noted between the study group and the control groups. CONCLUSIONS: In Korea, the COVID-19 pandemic did not significantly affect the ED treatment process or the results of patients with intussusception.

12.
PLoS One ; 17(1): e0262102, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35041677

RESUMEN

The Pediatric Emergency Care Applied Research Network (PECARN) rule is commonly used for predicting the need for computed tomography (CT) scans in children with mild head trauma. The objective of this study was to validate the PECARN rule in Korean children presenting to the pediatric emergency department (PED) with head trauma. This study was a multicenter, retrospective, observational cohort study in two teaching PEDs in Korea between August 2015 and August 2016. In this observational study, 448 patients who visited PEDs were included in the final analysis. Risk stratification was performed with clinical decision support software based on the PECARN rule, and decisions to perform CT scans were subsequently made. Patients were followed-up by phone call between 7 days and 90 days after discharge from the PED. The sensitivity and specificity were analyzed. The sensitivity was 100% for all age groups, and no cases of clinically important traumatic brain injury (ciTBI) were identified in the very-low-risk group. CT scans were performed for 14.7% of patients in this study and for 33.8% in the original PECARN study. The PECARN rule successfully identified low-risk patients, and no cases of ciTBI were missed despite the reduced proportion of patients undergoing CT scans.


Asunto(s)
Traumatismos Craneocerebrales/terapia , Sistemas de Apoyo a Decisiones Clínicas/organización & administración , Tratamiento de Urgencia/métodos , Niño , Reglas de Decisión Clínica , Estudios de Cohortes , Traumatismos Craneocerebrales/diagnóstico por imagen , Servicios Médicos de Urgencia , Humanos , República de Corea , Estudios Retrospectivos , Sensibilidad y Especificidad , Tomografía Computarizada por Rayos X
13.
J Trauma Inj ; 35(1): 3-11, 2022 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-39381523

RESUMEN

Purpose: The increasing use of electric personal mobility devices (ePMDs) has been accompanied by an increasing incidence of associated accidents. This study aimed to investigate the characteristics of ePMD-related injuries and their associated factors. Methods: This cross-sectional study was conducted using data from the Emergency Department-based Injury In-depth Surveillance database from 2014 to 2018. All patients who were injured while operating an ePMD were eligible. The primary outcome was the rate of severe injury, defined as an excess mortality ratio-adjusted Injury Severity Score of ≥25. We calculated the adjusted odds ratios (AORs) of outcomes associated with ePMD-related injuries. Results: Of 1,391,980 injured patients, 684 (0.05%) were eligible for inclusion in this study. Their median age was 28 years old, and most injuries were sustained by men (68.0%). The rate of ePMD-related injuries increased from 3.1 injuries per 100,000 population in 2014 to 100.3 per 100,000 population in 2018. A majority of the injuries occurred on the street (32.7%). The most commonly injured area was the head and face (49.6%), and the most common diagnosis was superficial injuries or contusions (32.9%). Being aged 55 years or older (AOR, 3.88; 95% confidence interval, 1.33-11.36) and operating an ePMD while intoxicated (AOR, 2.78; 95% confidence interval, 1.52-5.08) were associated with severe injuries. Conclusions: The number of emergency room visits due to ePMD-related injuries is increasing. Old age and drunk driving are both associated with serious injuries. Active traffic enforcement and safety regulations regarding ePMDs should be implemented to prevent severe injuries caused by ePMD-related accidents.

14.
Children (Basel) ; 8(9)2021 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-34572241

RESUMEN

The purpose of this study was to evaluate the effect of recent antibiotic therapy and probiotics on hospitalisation in children with acute gastroenteritis. Using a retrospective study design, data from the population aged up to 18 years were collected from the Korean National Health Insurance Service-National Sample Cohort. The duration of antibiotic therapy within 14 days of the index visit, prescription of probiotics at initial presentation, the effect size of antibiotic exposure on hospitalisation, and its modification by probiotics were assessed. Of 275,395 patients with acute gastroenteritis, 51,008 (18.5%) had prior exposure to antibiotics. Hospitalisation within 7 days of the index visit was positively associated with exposure to antibiotics (p-trend < 0.001). The prescription of probiotics (as a main effect; odds ratio, 0.80; 95% confidence interval 0.72-0.87) was associated with a decreased risk of hospitalisation. Prior exposure to antibiotics might be a significant risk factor for hospitalisation in children presenting with acute gastroenteritis. This may be favourably modified by administering probiotics at the initial presentation.

15.
IEEE Trans Biomed Eng ; 68(12): 3737-3747, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34097600

RESUMEN

OBJECTIVE: The speed of sound (SoS) has great potential as a quantitative imaging biomarker since it is sensitive to pathological changes in tissues. In this paper, a target-aware deep neural (TAD) network reconstructing an SoS image quantitatively from pulse-echo phase-shift maps gathered from a single conventional ultrasound probe is presented. METHODS: In the proposed TAD network, the reconstruction process is guided by feature maps created from segmented target images for accuracy and contrast. In addition, the feature extraction process utilizes phase difference information instead of direct pulse-echo radio frequency (RF) data for robust image reconstruction against noise in the pulse-echo data. RESULTS: The TAD network outperforms the fully convolutional network in root mean square error (RMSE), contrast-to-noise ratio (CNR), and structural similarity index (SSIM) in the presence of nearby reflectors. The measured RMSE and CNR are 5.4 m/s and 22 dB, respectively with the tissue attenuation coefficient of 2 dB/cm/MHz, which are 72% and 13 dB improvement over the state of the art design in RMSE and CNR, respectively. In the in-vivo test, the proposed method classifies the tissues in the neck area using SoS with a p-value below 0.025. CONCLUSION: The proposed TAD network is the most accurate and robust single-probe SoS image reconstruction method reported to date. SIGNIFICANCE: The accuracy and robustness demonstrated by the proposed SoS imaging method open up the possibilities of wide-spread clinical application of the single-probe SoS imaging system.


Asunto(s)
Procesamiento de Imagen Asistido por Computador , Redes Neurales de la Computación , Sonido , Ultrasonografía
16.
Children (Basel) ; 8(5)2021 May 02.
Artículo en Inglés | MEDLINE | ID: mdl-34063250

RESUMEN

OBJECTIVES: We determined whether glycerin enemas were appropriately prescribed in pediatric fecal impaction patients using the Leech score and identified factors that influenced the prescription of glycerin enemas in the pediatric emergency department (PED). METHODS: We included patients who received a glycerin enema at the PED of a tertiary teaching hospital. We divided the study subjects into two groups on the basis of their Leech scores: an appropriate enema group (Leech score ≥ 8), and an inappropriate enema group (Leech score < 8). Logistic regression was performed to determine the factors associated with glycerin enema administration. RESULTS: The data of 998 patients, including 446 patients in the inappropriate enema group (Leech score 5.2 ± 1.7) and 552 patients in the appropriate enema group (Leech score 10.1 ± 1.7), were analyzed. A discharge diagnosis of fecal impaction was observed significantly more frequently (57.1%) in the appropriate enema group, and nonspecific abdominal pain (8.3%) and acute gastroenteritis (40.8%) were diagnosed significantly more frequently in the inappropriate enema group (p < 0.05). Constipation (2.8%) and irritability (3.0%) were slightly more common in the appropriate enema group than in the inappropriate enema group (p < 0.05). According to multiple logistic regression, subjects aged 2-8 years (2-4 years, OR 4.24; 4-8 years, OR 2.83), with vomiting (OR 1.72), with irritability (OR 4.52), and with a prolonged last defecation day (OR 1.2) were most likely to receive appropriate enema administration (p < 0.05). CONCLUSION: The results showed that in those aged 2-8 years, with vomiting and irritability, and with a prolonged last defecation day, an enema was generally administered appropriately.

17.
Clin Exp Emerg Med ; 8(4): 314-324, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-35000359

RESUMEN

OBJECTIVE: Urinary tract infection (UTI) is a significant issue in young febrile patients due to potential long-term complications. Early detection of UTI is crucial in pediatric emergency departments (PEDs). We developed a tool to predict UTIs in children. METHODS: Clinical data of patients <24 months of age with a fever and UTI or viral infection were extracted from the fever registry collected in two PEDs. Stepwise multivariate logistic regression was performed to establish predictors of identified eligible clinical variables for the derivation of the prediction model. RESULTS: A total of 1,351 patients were included in the analysis, 643 patients from A hospital (derivation set) and 708 patients from B hospital (validation set). In the derivation set, there were more girls and a lower incidence of a past history of UTI, older age, less fever without source, and more family members with upper respiratory symptoms in the viral infection group. The stepwise regression analysis identified sex (uncircumcised male), age (≤12 months), a past history of UTI, and family members with upper respiratory symptoms as significant variables. CONCLUSION: Young febrile patients in the PED were more likely to have UTIs if they were uncircumcised boys, were younger than 12 months of age, had a past history of UTIs, or did not have families with respiratory infections. This clinical prediction model may help determine whether to perform urinalysis in the PED.

18.
Am J Emerg Med ; 44: 208-212, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-32220524

RESUMEN

PURPOSE: The objective of this study was to evaluate whether sedation with ketamine without local anesthesia was sufficient in children undergoing primary repair. METHODS: Randomized, double-blind trial conducted between December 2013 and October 2016 in a tertiary care pediatric emergency department in Korea. Children aged 1 to 10 years requiring sedation for primary repair were randomly assigned to receive local lidocaine anesthesia with ketamine sedation or local saline injection with ketamine sedation. Children's Hospital of Eastern Ontario Pain Scale scores was recorded during the procedures. The pain scales were recorded by nurses who were blinded to the study drugs, before ketamine sedation, after sedation, during the first injection of the study drugs for wound repair, during the first stitch, and after the procedure. RESULTS: Twenty-five were randomized to receive ketamine sedation with local anesthesia and twenty-two to receive ketamine sedation without local anesthesia. There was no significant difference in pain scale before ketamine sedation (difference (mean): -1.11, CI: -2.78-0.55, P value: 0.18), after sedation (difference (mean): -0.60, CI: -2.20-1.01, P = 0.46), during the first injection of the study drugs for wound repair (difference (mean): -0.03, CI: -0.31-0.25, P = 0.84), during the first stitch (difference (mean): -0.15, CI: 6.19-6.79, P = 0.62), during the primary repair (difference (mean): 0.20, CI: -55-0.95, P = 0.59), and after the procedure (difference (mean): 0.17, CI: -0.48-0.82, P = 0.59). CONCLUSION: Sedating with ketamine for primary wound repair, there was no difference in pain and sedation scales between the patients treated with or without lidocaine local anesthesia, and local anesthesia was not needed.


Asunto(s)
Analgésicos/uso terapéutico , Servicio de Urgencia en Hospital , Ketamina/uso terapéutico , Laceraciones/cirugía , Manejo del Dolor/métodos , Niño , Preescolar , Método Doble Ciego , Femenino , Humanos , Lactante , Masculino , Dimensión del Dolor , República de Corea
19.
Medicine (Baltimore) ; 99(36): e21961, 2020 Sep 04.
Artículo en Inglés | MEDLINE | ID: mdl-32899032

RESUMEN

This retrospective study was aimed to determine the factors suggesting the need for computed tomography (CT) scanning when ultrasound (US) imaging results are negative or non-diagnostic in children suspicious for acute appendicitis in the emergency department.Patients less than 18 years old who underwent abdominal ultrasound and CT to rule out acute appendicitis were enrolled. Patients were classified into 2 groups: the false-negative group, in which patients had negative or non-diagnostic results on the initial US and a final diagnosis of acute appendicitis on the following abdominal CT, and the true-negative group, in which patients had negative or non-diagnostic US results and were negative on abdominal CT. Logistic regression and propensity score matching with the predicting factors were performed.The presence of vomiting (odds ratio (OR), 7.78; 95% confidence interval (CI), 1.92-41.04) and poor oral intake (OR, 4.67; 95% CI, 1.21-21.15) with a high white blood cell (WBC) count (OR 1.26; 95% CI, 1.09-2.37), segmented neutrophil ratio (OR, 1.09; 95% CI, 1.03-1.16), and C-reactive protein (CRP) (OR, 1.49; 95% CI, 1.09-2.37) were suggestive of the false-negative group. The propensity-matched population also showed significant associations with vomiting (OR, 7.86; 95% CI, 1.65-37.40) and poor oral intake (OR, 5.50; 95% CI, 1.28-23.69) with an elevated WBC count (OR, 1.27; 95% CI, 1.08-1.50), segmented neutrophil ratio (OR, 1.09; 95% CI, 1.03-1.16), and CRP (OR, 1.51; 95% CI, 1.03-2.22).A CT scan should be considered in children with suspected acute appendicitis if they have vomiting, high CRP, and high WBC count, despite negative or non-diagnostic US results.


Asunto(s)
Apendicitis/diagnóstico por imagen , Tomografía Computarizada por Rayos X , Apendicitis/fisiopatología , Proteína C-Reactiva/análisis , Estudios de Casos y Controles , Niño , Diagnóstico Tardío , Errores Diagnósticos , Femenino , Humanos , Masculino , Puntaje de Propensión , Curva ROC , Estudios Retrospectivos , Ultrasonografía , Vómitos/etiología
20.
Korean J Pain ; 33(4): 386-394, 2020 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-32989203

RESUMEN

BACKGROUND: In the emergency department (ED), adequate pain control is essential for managing patients; however, children with pain are known to receive less analgesia than adults with pain. We introduce the Pain Passport to improve pain management in paediatric patients with suspected fractures in the ED. METHODS: This was a before-and-after study. We reviewed the medical records of paediatric patients who were primarily diagnosed with fractures from May to August 2015. After the introduction of the Pain Passport, eligible children were enrolled from May to August 2016. Demographics, analgesic administration rates, time intervals between ED arrival and analgesic administration, and satisfaction scores were obtained. We compared the analgesic prescription rate between the two periods using multiple logistic regression. RESULTS: A total of 58 patients were analysed. The baseline characteristics of subjects during the two periods were not significantly different. Before the introduction of the Pain Passport, 9 children (31.0%) were given analgesics, while after the introduction of the Pain Passport, a significantly higher percentage of patients (24/29, 82.8%) were treated with analgesics (P < 0.001). The median administration times were 112 (interquartile range [IQR], 64-150) minutes in the pre-intervention period and 24 (IQR, 20-74) minutes in the post-intervention period. The median satisfaction score for the post-intervention period was 4 (IQR, 3-5). The adjusted odds ratio for providing analgesics in the post-intervention period was 25.91 (95% confidence interval, 4.36-154.02). CONCLUSIONS: Patient-centred pain scoring with the Pain Passport improved pain management in patients with suspected fractures in the paediatric ED.

SELECCIÓN DE REFERENCIAS
DETALLE DE LA BÚSQUEDA
...