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1.
Artículo en Inglés | MEDLINE | ID: mdl-37607686

RESUMEN

BACKGROUND: Nondisappearing subsolid nodules requiring follow-up are often detected during lung cancer screening, but changes in their invasiveness can be overlooked owing to slow growth. We aimed to develop a method for automatic identification of invasive tumors among subsolid nodules during multiple health checkups using radiomics technology based on low-dose computed tomography (LD-CT) and examine its effectiveness. METHODS: We examined patients who underwent LD-CT screening from 2014 to 2019 and had lung adenocarcinomas resected after 5-year follow-ups. They were categorized into the invasive or less-invasive group; the annual growth/change rate (Δ) of the nodule voxel histogram using three-dimensional CT (e.g., tumor volume, solid volume percentage, mean CT value, variance, kurtosis, skewness, and entropy) was assessed. A discriminant model was designed through multivariate regression analysis with internal validation to compare its efficacy with that of a volume doubling time of < 400 days. RESULTS: The study included 47 tumors (23 invasive, 24 less invasive), with no significant difference in the initial tumor volumes. Δskewness was identified as an independent predictor of invasiveness (adjusted odds ratio, 0.021; p = 0.043), and when combined with Δvariance, it yielded high accuracy in detecting invasive lesions (88% true-positive, 80% false-positive). The detection model indicated surgery 2 years earlier than the volume doubling time, maintaining accuracy (median 3 years vs.1 year before actual surgery, p = 0.011). CONCLUSION: LD-CT radiomics showed promising potential in ensuring timely detection and monitoring of subsolid nodules that warrant follow-up over time.

2.
J Obstet Gynaecol ; 43(1): 2158323, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-36606716

RESUMEN

Various complications of arterial embolisation (AE) for postpartum haemorrhage (PPH) are reported. Endometritis (EM) frequently causes abscesses, increasing hysterectomy risk. However, risk factors for EM after AE for PPH are unclear. We explored these risk factors. We included patients who underwent AE for PPH in our hospital from 2005 to 2020 and compared those who did (EM group) and did not develop EM after AE (non-EM group) in a case-control study. Twenty patients met the study criteria; eight patients (40%) had EM. There were no differences in risk factors between groups involved in infection, such as premature rupture of membranes. However, the contrast medium extravasation rate on computed tomography scans before the AE procedure was significantly higher in the EM group (p=.019) compared to the non-EM group. The greatest EM risk factor was contrast medium extravasation before AE for PPH, determined by classification and regression tree modelling (relative risk: 4.5).Impact StatementWhat is already known on this subject? Reportedly, the clinical success rate of arterial embolisation (AE) for critical haemorrhage in obstetrics is high, around 90%. However, information regarding AE complications is limited. Endometritis is one of these complications, which not only causes prolonged hospitalisation but may also require further treatment, such as hysterectomy. However, the incidence rate and risk factors for EM remain unknown.What do the results of this study add? In this study, 40.0% of patients developed EM after AE for PPH. Extravasation of contrast medium was the top risk factor (relative risk: 4.5 compared to those without EM, p=.019). The second-leading risk factor was a bleeding volume greater than 2500 mL (relative risk: 4.5 compared to those without EM, p=.019).What are the implications of these findings for future clinical practice and/or future research? We created an EM prediction model using extravasation and a bleeding volume greater than 2500 mL. The model was 87.5% sensitive and 66.7% specific. This prediction model allows for the early detection and treatment of EM by recognising high-risk patients and providing intensive postpartum management.


Asunto(s)
Embolización Terapéutica , Endometritis , Hemorragia Posparto , Embarazo , Femenino , Humanos , Hemorragia Posparto/epidemiología , Hemorragia Posparto/etiología , Hemorragia Posparto/terapia , Endometritis/epidemiología , Endometritis/etiología , Estudios de Casos y Controles , Embolización Terapéutica/efectos adversos , Embolización Terapéutica/métodos , Factores de Riesgo , Estudios Retrospectivos
3.
BMC Infect Dis ; 21(1): 163, 2021 Feb 09.
Artículo en Inglés | MEDLINE | ID: mdl-33563218

RESUMEN

BACKGROUND: Many studies have been published about critically ill coronavirus disease 2019 (COVID-19) during the early phases of the pandemic but the characteristic or survival of critically ill Japanese patients have not yet been investigated. We sought to investigate the characteristics, inflammatory laboratory finding trends, and outcomes among critically ill Japanese patients who were admitted to the intensive care unit (ICU) with the first wave of COVID-19. METHODS: A retrospective observational study was performed in a single institution in the center of Tokyo. Laboratory-confirmed COVID-19 patients admitted to the ICU from March 19 to April 30, 2020 were included. Trends for significant inflammatory laboratory findings were analyzed. In-hospital death, days of mechanical ventilation or oxygen supplementation, days of ICU or hospital stay were followed until May 26, 2020. RESULTS: Twenty-four patients were included. Median age was 57.5 years, and 79% were male. The neutrophil-to-lymphocyte ratio was elevated to a median of 10.1 on admission and peaked on Day 10 of illness. Seventeen patients were intubated on Day 11 of illness and received mechanical ventilation. One patient underwent extracorporeal membrane oxygenation. The majority (88%) received systemic steroids, including 16 patients who received high dose methylprednisolone (500-1000 mg). Favipiravir was used in 38% of patients. Two patients, including 1 who refused intensive care, died. Eighteen patients were discharged. Median length of ICU and hospital stay for all patients was 6 and 22 days, respectively. Median length of ventilator dependency was 7 days. Four patients underwent a tracheostomy and received prolonged ventilation for more than 21 days. One patient receiving mechanical ventilation died. All survivors discontinued ventilator use. CONCLUSIONS: Mortality was remarkably low in our single institutional study. Three survivors received mechanical ventilation for more than 3 weeks. Trends of clinically significant laboratory markers reflected the clinical course of COVID-19.


Asunto(s)
COVID-19/fisiopatología , COVID-19/terapia , Adulto , Anciano , Anciano de 80 o más Años , Antivirales/uso terapéutico , Proteína C-Reactiva/análisis , COVID-19/inmunología , COVID-19/mortalidad , Enfermedad Crítica , Oxigenación por Membrana Extracorpórea , Femenino , Productos de Degradación de Fibrina-Fibrinógeno/análisis , Hospitalización , Humanos , Unidades de Cuidados Intensivos , Tiempo de Internación , Recuento de Leucocitos , Masculino , Metilprednisolona/uso terapéutico , Persona de Mediana Edad , Respiración Artificial , Estudios Retrospectivos , Tokio
4.
J Infect Chemother ; 27(5): 715-721, 2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-33402305

RESUMEN

INTRODUCTION: The incidence of Clostridioides difficile infection (CDI) has been continuously increasing and thereby became an important issue worldwide. Appropriate diagnosis, management, and infection control are required for patients with CDI. Enzyme immunoassay (EIA) is a widely used standard diagnostic tool for C. difficile-specific glutamate dehydrogenase (GDH) and C. difficile toxins (toxins A and B). However, the sensitivity of EIA in detecting C. difficile toxins has been reported to be relatively low, resulting in CDI underdiagnosis. Therefore, nucleic acid amplification tests (NAAT) are recently developed for higher sensitivity/specificity test. METHODS: In this study, a total of 279 stool samples submitted for CDI diagnosis were examined using an independently developed new high-speed polymerase chain reaction (PCR) device (PathOC RightGene, Metaboscreen). In parallel, results were compared with those of definitive diagnosis and conventional diagnostic methods (EIA, real-time PCR) to assess the inspection accuracy. RESULTS: PathOC RightGene showed high sensitivity (96.7%) and specificity (96.7%). Regarding the measurement time, C. difficile-specific and C. difficile toxin genes were simultaneously detected in approximately 25 min for one sample (including the preprocessing and measurement time). CONCLUSION: PathOC RightGene has been found to show both excellent sensitivity and rapidity and thus can be used for the reliable and early diagnosis, which are needed for the appropriate management of CDI.


Asunto(s)
Toxinas Bacterianas , Clostridioides difficile , Infecciones por Clostridium , Proteínas Bacterianas/genética , Toxinas Bacterianas/genética , Clostridioides , Clostridioides difficile/genética , Infecciones por Clostridium/diagnóstico , Heces , Humanos , Técnicas para Inmunoenzimas , Reacción en Cadena de la Polimerasa , Sensibilidad y Especificidad
5.
J Obstet Gynaecol Res ; 47(3): 935-940, 2021 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-33331084

RESUMEN

AIM: To investigate the effectiveness of 10% povidone-iodine formulation as a vaginal irrigation agent in patients undergoing hysterectomy to prevent postoperative infection. METHODS: The prevalence of postoperative infection in 277 and 132 patients who underwent preoperative vaginal cleaning with 500 mL of distilled water and 20 mL of 10% povidone-iodine solution, respectively, were compared in this retrospective study. RESULTS: Postoperative infection was observed in 15.6% of the overall patient population. The rate of postoperative infection was significantly higher in patients treated with 10% povidone-iodine formulation than in those treated with distilled water (21.4% vs 12.8%, P = 0.040). Besides the agents of vaginal irrigation, operation time, length of hospital stay and rate of intraoperative complications affected the prevalence of postoperative infection. The multivariate analysis ranked the use of 10% povidone-iodine formulation for vaginal irrigation as the second top factor contributing to postoperative infection (relative risk: 1.9 when compared to distilled water). CONCLUSION: Preoperative vaginal irrigation with 10% povidone-iodine formulation led to a significantly higher rate of postoperative infection than did preoperative vaginal irrigation with distilled water. For vaginal irrigation with povidone-iodine, different concentrations and cleaning methods should be considered in the future.


Asunto(s)
Antiinfecciosos Locales , Povidona Yodada , Femenino , Humanos , Cuidados Preoperatorios , Estudios Retrospectivos , Infección de la Herida Quirúrgica/epidemiología , Infección de la Herida Quirúrgica/prevención & control , Ducha Vaginal
6.
BMC Med Educ ; 21(1): 366, 2021 Jul 03.
Artículo en Inglés | MEDLINE | ID: mdl-34217282

RESUMEN

BACKGROUND: Despite multi-professional collaboration via consultation being increasingly important given the variety of disease diagnoses and treatment, the key elements as consultants remain unclear. The study aimed to identify the skills and attitudes that are important for consultants from the residents' perspective so that they can be targeted as priority goals in subsequent educational interventions. METHODS: We conducted our research in two phases: a preliminary survey (May 1 to 14, 2020) and a main survey (June 1 to 14, 2020). As a preliminary survey, first-year postgraduate residents at St. Luke's International Hospital in Tokyo, Japan, were first asked an open-ended question about the types of skills and attitudes that are important for consultants. After eliminating duplicate answers, there were 19 skills and attitudes in total. In the main survey with residents who completed their residency training at our institute, from 2014 to 2018 and current residents (2019-2020), we first asked them about their demographic characteristics (gender, years of postgraduate education, and type of specialty). Then, they answered how important each skill and attitude are for consultants. All 19 items were scored on a seven-point Likert scale that ranged from 0 (completely disagree) to 6 (totally agree). Cronbach's alpha confirmed the internal consistency of the questionnaire items. Principal component analysis and exploratory factor analysis were performed. RESULTS: The survey included 107 individuals (61.1 %, 175 potential participants). The median postgraduate years of education was four (interquartile range: 2-5), and 64.5 % were men (n = 69). Seven key elements for consultants were identified and termed Willing CONSULT. These included (1) willingness (willingness to accept consultation requests), (2) contact (easy access to consultants), (3) needs (consideration of consulters' needs), (4) suggestions and support (providing clear recommendations and suggestions, following up on the patients, and supporting the consulters continuously), (5) urgency (considering the situation's urgency and responding appropriately), (6) learning opportunities (providing teaching points), and (7) text (writing medical records). CONCLUSIONS: We propose Willing CONSULT, which are important skills and attitudes for consultants.


Asunto(s)
Consultores , Internado y Residencia , Actitud del Personal de Salud , Estudios Transversales , Humanos , Japón , Masculino , Derivación y Consulta , Encuestas y Cuestionarios , Tokio
7.
Neuropediatrics ; 51(2): 154-159, 2020 04.
Artículo en Inglés | MEDLINE | ID: mdl-31935762

RESUMEN

Some studies have shown that sedative antihistamines prolong febrile seizure duration. Although the collective evidence is still mixed, the Japanese Society of Child Neurology released guidelines in 2015 that contraindicated the use of sedative antihistamines in patients with febrile seizure. Focused on addressing limitations of previous studies, we conducted a cross-sectional study to evaluate the relationship between febrile seizure duration and the use of sedative antihistamines. Data were collected from patients who visited St. Luke's International Hospital due to febrile seizure between August 2013 and February 2016. Patients were divided into groups based on their prescribed medications: sedative antihistamine, nonsedative antihistamine, and no antihistamine. Seizure duration was the primary outcome and was examined using multivariate analyses. Of the 426 patients included, sedative antihistamines were administered to 24 patients. The median seizure duration was approximately 3 minutes in all three groups. There was no statistical difference in the bivariate (p = 0.422) or multivariate analyses (p = 0.544). Our results do not support the relationship between sedative antihistamine use and prolonged duration of febrile seizure. These results suggest that the use of antihistamines may be considered for patients with past history of febrile seizure, when appropriate.


Asunto(s)
Antagonistas de los Receptores Histamínicos H1/farmacología , Evaluación de Resultado en la Atención de Salud , Convulsiones Febriles/tratamiento farmacológico , Estado Epiléptico/tratamiento farmacológico , Adolescente , Adulto , Anciano , Niño , Estudios Transversales , Femenino , Antagonistas de los Receptores Histamínicos H1/administración & dosificación , Humanos , Masculino , Persona de Mediana Edad , Adulto Joven
8.
Pediatr Int ; 61(7): 712-714, 2019 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-31120634

RESUMEN

BACKGROUND: Urinary tract infection (UTI) is one of the most common diseases in children, and urinary angiotensinogen (U-AGT) is a new biomarker gathering attention in many renal diseases. U-AGT reflects intrarenal renin-angiotensin system (RAS) activity. We conducted a study to measure U-AGT in children <4 months old with UTI. METHODS: All children <4 months old who came to Toshima Hospital with fever between January 2015 and December 2015 were included. Patients were divided into a UTI group and a non-UTI group, and U-AGT was measured. RESULTS: Median U-AGT was higher in patients with UTI compared with patients without UTI: (0.56 ng/dL, range, 0.025-2.753 ng/dL vs 0.13 ng/dL, range, 0.008-1.697 ng/dL, respectively; P < 0.05). CONCLUSIONS: U-AGT is elevated in UTI patients, and RAS activation may contribute to renal injury caused by UTI.


Asunto(s)
Angiotensinógeno/orina , Infecciones Urinarias/diagnóstico , Biomarcadores/orina , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Estudios Prospectivos , Infecciones Urinarias/orina
9.
Neuroradiology ; 60(8): 803-812, 2018 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-29968073

RESUMEN

PURPOSE: We investigated the correlation between tumor blood flow (TBF) and histopathologic features of Warthin tumors (WTs) and pleomorphic adenomas (PAs) to determine the TBF in the differential diagnosis of these tumors and evaluated how well pCASL-MRI can differentiate PAs from WTs compared to conventional MRI. METHODS: The ADC, time intensity curve (TIC) pattern of dynamic contrast enhancement, and pCASL (visual assessment and TBF of the MR images of 10 WTs and 13 PAs) were reviewed. We compared the pCASL and ADC or TIC patterns in WT and PA images. Tissue sections were stained with CD34 to evaluate microvessel density (MVD). The TBF and MVD results were compared. The Mann-Whitney U test was used to compare the TBFs, ADCs, and MVDs of these tumors. The diagnostic accuracy was determined by analyzing the receiver operating characteristic curve. RESULTS: On visual assessment, the signal intensity was higher in all but three cases of WT. The TBF and MVD of the WTs were significantly higher (both, p < 0.01) than the PAs, and the ADC was significantly lower (p < 0.01). Many WTs had early enhancement of the TIC pattern and high washout; many PAs had gradual enhancement. The diagnostic accuracies of visual analysis, TBF, and ADC for differentiation between WTs and PAs were 91.3, 95.7, and 87.0%, respectively. CONCLUSIONS: The TBF were significantly higher in WTs than in PAs, and there was a positive correlation between TBF and MVD. Moreover, pCASL-MRI provides more accurate imaging than conventional MRI to differentiate WTs and PAs.


Asunto(s)
Adenolinfoma/diagnóstico por imagen , Adenoma Pleomórfico/diagnóstico por imagen , Interpretación de Imagen Asistida por Computador/métodos , Imagen por Resonancia Magnética/métodos , Neoplasias de la Parótida/diagnóstico por imagen , Adulto , Anciano , Anciano de 80 o más Años , Medios de Contraste , Imagen de Difusión por Resonancia Magnética , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Relación Señal-Ruido , Marcadores de Spin
10.
Pediatr Res ; 81(4): 593-600, 2017 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-27997528

RESUMEN

BACKGROUND: Kawasaki disease is a common systemic vasculitis that leads to coronary artery lesions. Besides its antihypertensive effects, losartan can modulate inflammation in cardiovascular disease. We examined whether losartan can attenuate coronary inflammation in a murine model of Kawasaki disease. METHODS AND RESULTS: Five-wk-old C57/BL6J male mice were intraperitoneally injected with Lactobacillus casei cell wall extract to induce coronary inflammation and divided into four groups: placebo, intravenous immunoglobulin (IVIG), losartan, and IVIG+losartan. After 2 wk, mice were harvested. The coronary perivasculitis was significantly attenuated by losartan but not by IVIG alone, and further dramatic attenuation by IVIG+losartan was observed. The frequency of Lactobacillus casei cell wall extract-induced myocarditis (80%) was markedly lowered by losartan (22%) and IVIG+losartan (0%). Furthermore, interleukin (IL)-6 mRNA was markedly attenuated by IVIG+losartan. Serum levels of IL-6, TNF-α, MCP-1, and IL-10 after Lactobacillus casei cell wall extract injection were slightly decreased by IVIG or losartan. Moreover, IL-1ß, IL-10, and MCP-1 levels were significantly decreased by IVIG+losartan. CONCLUSION: The addition of losartan to IVIG strongly attenuated the severity of coronary perivasculitis and the incidence of myocarditis, along with suppressing systemic/local cytokines as well as the activated macrophage infiltration. Therefore, losartan may be a potentially useful additive drug for the acute phase of Kawasaki disease to minimize coronary artery lesions.


Asunto(s)
Antiarrítmicos/uso terapéutico , Antiinflamatorios/uso terapéutico , Losartán/uso terapéutico , Síndrome Mucocutáneo Linfonodular/tratamiento farmacológico , Vasculitis/tratamiento farmacológico , Animales , Pared Celular , Quimiocina CCL2/sangre , Modelos Animales de Enfermedad , Inmunohistoquímica , Inflamación , Infusiones Intravenosas , Interleucina-10/sangre , Interleucina-1beta/sangre , Interleucina-6/sangre , Lacticaseibacillus casei , Macrófagos/citología , Masculino , Ratones , Ratones Endogámicos C57BL , Factor de Necrosis Tumoral alfa/sangre
11.
Pediatr Surg Int ; 33(10): 1115-1121, 2017 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-28819683

RESUMEN

BACKGROUND: The stool color card has been the primary tool for identifying acholic stools in infants with biliary atresia (BA), in several countries. However, BA stools are not always acholic, as obliteration of the bile duct occurs gradually. This study aims to introduce Baby Poop (Baby unchi in Japanese), a free iPhone application, employing a detection algorithm to capture subtle differences in colors, even with non-acholic BA stools. METHODS: The application is designed for use by caregivers of infants aged approximately 2 weeks-1 month. Baseline analysis to determine optimal color parameters predicting BA stools was performed using logistic regression (n = 50). Pattern recognition and machine learning processes were performed using 30 BA and 34 non-BA images. Additional 5 BA and 35 non-BA pictures were used to test accuracy. RESULTS: Hue, saturation, and value (HSV) were the preferred parameter for BA stool identification. A sensitivity and specificity were 100% (95% confidence interval 0.48-1.00 and 0.90-1.00, respectively) even among a collection of visually non-acholic, i.e., pigmented BA stools and relatively pale-colored non-BA stools. CONCLUSIONS: Results suggest that an iPhone mobile application integrated with a detection algorithm is an effective and convenient modality for early detection of BA, and potentially for other related diseases.


Asunto(s)
Algoritmos , Atresia Biliar/diagnóstico , Color , Heces , Aplicaciones Móviles , Diagnóstico Precoz , Femenino , Humanos , Recién Nacido , Japón , Masculino , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Teléfono Inteligente , Encuestas y Cuestionarios
12.
Resusc Plus ; 18: 100628, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38617440

RESUMEN

Aim: Although early detection of patients' deterioration may improve outcomes, most of the detection criteria use on-the-spot values of vital signs. We investigated whether adding trend values over time enhanced the ability to predict adverse events among hospitalized patients. Methods: Patients who experienced adverse events, such as unexpected cardiac arrest or unplanned ICU admission were enrolled in this retrospective study. The association between the events and the combination of vital signs was evaluated at the time of the worst vital signs 0-8 hours before events (near the event) and at 24-48 hours before events (baseline). Multivariable logistic analysis was performed, and the area under the receiver operating characteristic curve (AUC) was used to assess the prediction power for adverse events among various combinations of vital sign parameters. Results: Among 24,509 in-patients, 54 patients experienced adverse events(cases) and 3,116 control patients eligible for data analysis were included. At the timepoint near the event, systolic blood pressure (SBP) was lower, heart rate (HR) and respiratory rate (RR) were higher in the case group, and this tendency was also observed at baseline. The AUC for event occurrence with reference to SBP, HR, and RR was lower when evaluated at baseline than at the timepoint near the event (0.85 [95%CI: 0.79-0.92] vs. 0.93 [0.88-0.97]). When the trend in RR was added to the formula constructed of baseline values of SBP, HR, and RR, the AUC increased to 0.92 [0.87-0.97]. Conclusion: Trends in RR may enhance the accuracy of predicting adverse events in hospitalized patients.

13.
J Gen Fam Med ; 24(3): 194-198, 2023 May.
Artículo en Inglés | MEDLINE | ID: mdl-37261041

RESUMEN

Background: Hypothesizing that soccer-associated public health campaigns influence men more than women, we investigated the characteristics and motivations of participants who received rubella antibody testing at a Japanese professional football league event. Methods: This was a survey-based cross sectional study, comparing the characteristics and motivations between men and women regarding rubella antibody testing. Results: Free and convenient testing was the biggest behavioral influencer, but the information provided by healthcare professionals and athletes also played a strong motivating role. Men reported more influence from celebrity athletes than women. Conclusions: Public health attention raised by celebrity athletes may facilitate rubella awareness among male spectators.

14.
Ultrasound Med Biol ; 49(4): 989-995, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36681608

RESUMEN

Recently, deep learning using convolutional neural networks (CNNs) has yielded consistent results in image-pattern recognition. This study was aimed at investigating the effectiveness of deep learning using CNNs to differentiate benign and malignant breast masses identified by elastography on ultrasound screening. A data set of the elastography images of 245 breast masses (146 benign, 99 malignant) in 239 consecutive patients was retrospectively obtained. The data set was randomly split into training (55%), validation (25%) and test (20%) cohorts. A deep learning model predicting the probability of malignancy was constructed using GoogLeNet architectures (pre-trained by ImageNet) with 50 epochs. The model was then applied to the test data, and the results were compared with those obtained by evaluating the fat-to-lesion ratio (FLR) and by a 5-point visual color assessment (elasticity score). The receiver operating characteristic (ROC) curve was calculated to evaluate the performance of the model. The DeLong test was used to compare the areas under the ROC curve (AUCs). The CNN, FLR and elasticity score had a sensitivity of 0.800, 0.800 and 0.350; specificity of 0.966, 0.586 and 0.931; accuracy of 0.898, 0.673 and 0.694; positive predictive value of 0.941, 0.571 and 0.778; negative predictive value of 0.875, 0.810 and 0.675; and AUC of 0.895, 0.693 and 0.641, respectively. The AUC of the CNN was significantly higher than that of the FLR or elasticity score (p < 0.001). A CNN-based deep learning model for predicting benign or malignant breast masses revealed better diagnostic performance than did FLR or elasticity score-based estimations on ultrasound elastography. The CNN-based model also increased the positive predictive value from 57%-78% to 94%. Therefore, this model may reduce unnecessary biopsy recommendations for masses detected on breast ultrasound screening.


Asunto(s)
Neoplasias de la Mama , Aprendizaje Profundo , Diagnóstico por Imagen de Elasticidad , Femenino , Humanos , Diagnóstico Diferencial , Diagnóstico por Imagen de Elasticidad/métodos , Estudios Retrospectivos , Curva ROC , Sensibilidad y Especificidad , Ultrasonografía Mamaria/métodos
15.
Trials ; 24(1): 734, 2023 Nov 16.
Artículo en Inglés | MEDLINE | ID: mdl-37974297

RESUMEN

BACKGROUND: Emergence agitation or emergence delirium is a common complication of unknown etiology in pediatric anesthesia. Pediatric anesthesia emergence delirium (PAED) has been reported most commonly in younger children and may occur in about 30% of children up to 5-6 years old. Exposure to anesthetic agents may contribute to PAED, and we hypothesized that a management strategy to minimize exposure to volatile anesthetics may reduce PAED. Electroencephalography (EEG) signatures captured and displayed by brain function monitors during anesthesia change with concentration of sevoflurane and level of unconsciousness, and these EEG signatures may be used to inform titration of anesthetics. METHODS: A single-center, parallel-group, two-arm, superiority trial with a 1:1 allocation ratio will be performed to compare the incidence of PAED following standard sevoflurane anesthesia (maintained at 1.0MAC) and EEG-guided anesthesia (minimum concentration to sustain surgical anesthesia as determined by monitoring of EEG signatures). Participants between 1 and 6 years of age undergoing surgical procedures involving minimal postoperative pain will be randomly assigned to receive standard (n = 90) or EEG-guided (n = 90) anesthesia. PAED score will be assessed by a blinded observer in the PACU on arrival and after 5, 10, 15, and 30 min. DISCUSSION: Anesthesia management with proactive use of brain function monitoring is expected to reduce exposure to sevoflurane without compromising surgical anesthesia. We expect this reduced exposure should help prevent PAED. Routinely administering what may be considered standard levels of anesthetic such as 1.0 MAC sevoflurane may be excessive and potentially associated with unfavorable sequelae such as PAED. TRIAL REGISTRATION: Japan Registry of Clinical Trials (jRCT) jRCTs032210248. Prospectively registered on 17 August 2021.


Asunto(s)
Anestésicos por Inhalación , Delirio del Despertar , Éteres Metílicos , Niño , Humanos , Sevoflurano/efectos adversos , Delirio del Despertar/diagnóstico , Delirio del Despertar/prevención & control , Anestésicos por Inhalación/efectos adversos , Anestesia General , Encéfalo , Periodo de Recuperación de la Anestesia , Éteres Metílicos/efectos adversos , Ensayos Clínicos Controlados Aleatorios como Asunto
16.
Nagoya J Med Sci ; 84(1): 42-59, 2022 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-35392011

RESUMEN

COVID-19 is indirectly associated with various mental disorders such as anxiety, insomnia, and depression, and healthcare professionals who treat COVID-19 patients are particularly prone to severe anxiety. However, neither the anxiety of healthcare workers in non-epicenter areas nor the effects of knowledge support have been examined thus far. Participants were 458 staff working at the Toyota Regional Medical Center who completed a preliminary questionnaire of their knowledge and anxiety regarding COVID-19. Based on text mining of the questionnaire responses, participants were offered an online lecture. The effect of the lecture was analyzed using a pre- and post-lecture rating of anxiety and knowledge confidence, and quantitative text mining. The response rates were 45.6% pre- and 62.9% post-lecture. Open-ended responses regarding anxiety and knowledge were classified into seven clusters using a co-occurrence network. Before the lecture, 28.2%, 27.2%, and 20.3% of participants were interested in and anxious about "infection prevention and our hospital's response," "infection and impact on myself, family, and neighbors," and "general knowledge of COVID-19," respectively. As a result of the lecture, Likert-scale ratings for anxiety of COVID-19 decreased significantly and knowledge confidence increased significantly. These changes were confirmed by analyses of open-ended responses about anxiety, lifestyle changes, and knowledge. Positive changes were strongly linked to the topics focused on in the lecture, especially infection prevention. The anxieties about COVID-19 of healthcare workers in non-epicenter areas can be effectively reduced through questionnaire surveys and online lectures using text mining.


Asunto(s)
COVID-19 , Ansiedad , Minería de Datos , Personal de Salud , Humanos , SARS-CoV-2
17.
Prev Med Rep ; 25: 101692, 2022 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-35223385

RESUMEN

We translated the Effort-Reward imbalance questionnaire, an instrument for measuring work stress, into the Vietnamese language and investigated its psychometric properties among nurses in Vietnam. In a hospital-based cross-sectional study design, we sampled and interviewed 207 nurses working full-time (response rate 83%). We evaluated the internal consistency using standardized Cronbach's alpha coefficients and structural validity using confirmatory factor analysis. Discriminative validity was assessed by comparing the measured scores between age groups, gender, education levels, income groups, and job positions. In addition, we confirmed the criterion validity by investigating its association with self-reported health using simple and multiple logistic regression models. Most of the participants were female (73.3%), young (average 28.5 years old), and had education levels of college or higher (53.5%). We observed sufficient internal consistency in effort, reward, and over-commitment scales (Cronbach's alpha 0.80, 0.76, and 0.68, respectively). Confirmatory factor analysis of the three-factor hierarchical model showed an acceptable fit and fair construct validity with most moderate or stronger (>0.3) factor loading coefficients. Poor self-rated health was more likely in respondents in both Effort-Reward ratio's middle tertile (adjusted Odd-Ratio = 2.80, p-value = 0.031) and highest tertile (adjusted Odd-Ratio = 2.64, p-value = 0.05), adjusting for age, gender, and education levels. The Effort-reward imbalance scale has adequate reliability and validity for assessing work stress among nurses in Vietnam. Its significant association with poor self-rated health warrants further investigation. The validated instrument can help measure the effort-reward imbalance to manage better work-related emotional strains and mental health issues among nurses and ensure human resources' stability in healthcare in Vietnam.

18.
Hum Vaccin Immunother ; 18(6): 2136914, 2022 Nov 30.
Artículo en Inglés | MEDLINE | ID: mdl-36399767

RESUMEN

We conducted a cross-sectional study using a structured questionnaire in three major Japanese cities from August 03 to 24, 2020 to clarify the current situation of health checkups, including vaccine-preventable diseases (VPDs), among international students at Japanese universities (JUs) and Japanese language schools (JLSs). The total response rate was 36%: 69 JUs (31%) and 137 JLSs (39%). Over 90% of these institutions conducted chest X-ray screening for tuberculosis among their students, whereas only 24.6% of JUs and 15.3% of JLSs performed general blood tests for health screening. Only 14.5% and 2.2% of the JUs and JLSs, respectively, required the submission of vaccination or antibody certificates for admission. The difficulties in requesting vaccination certificates from international students are due to poor legal requirements and concerns about rising costs for schools. From 2017 to 2019, 183 international students, principally from East Asia and Southeast Asia, were infected with VPDs, particularly tuberculosis (99 cases) and varicella (71 cases). Whereas the majority of Japanese educational institutions screen international students for tuberculosis (TB) at admission, only a few institutions request proof of antibody testing relating to other VPDs or of vaccination. These findings will help formulate guidelines for checkups related to vaccination for international students required to protect the educational institutions in Japan from the spread of VPDs. In addition, providing multifaceted social support, including financial compensation for institutions and enhanced international students' health issues, would be helpful.


Asunto(s)
Varicela , Sarampión , Paperas , Rubéola (Sarampión Alemán) , Tuberculosis , Enfermedades Prevenibles por Vacunación , Humanos , Estudios Transversales , Enfermedades Prevenibles por Vacunación/prevención & control , Varicela/prevención & control , Vacunación , Medición de Riesgo , Japón/epidemiología , Sarampión/prevención & control , Rubéola (Sarampión Alemán)/prevención & control , Paperas/prevención & control
19.
Cells ; 11(14)2022 07 14.
Artículo en Inglés | MEDLINE | ID: mdl-35883642

RESUMEN

Studies investigating the associations of oral function and dysphagia with frailty and sarcopenia in community-dwelling older adults are increasing; however, they have not been systematically summarized. We conducted a systematic review to investigate these associations. We searched electronic databases and synthesized relevant data using conventional (frequentist-style) and Bayesian meta-analyses. Twenty-four studies were found to be eligible for our review, including 20 cross-sectional and four prospective cohort studies. Older adults with frailty or sarcopenia had lower tongue pressure, according to the results of conventional meta-analysis (mean difference [95% confidence interval or credible interval]: -6.80 kPa [-10.22 to -3.38] for frailty and -5.40 kPa [-6.62 to -4.17] for sarcopenia) and Bayesian meta-analysis (-6.90 kPa [-9.0 to -4.8] for frailty, -5.35 kPa [-6.78 to -3.89] for sarcopenia). People with frailty had a higher odds ratio (OR) for dysphagia according to the results of conventional meta-analysis (3.99 [2.17 to 7.32]) and Bayesian meta-analysis (1.38 [0.77 to 1.98]). However, the results were inconclusive for people with sarcopenia. A prospective association could not be determined because of the lack of information and the limited number of studies. Decreased oral function and dysphagia can be important characteristics of frailty and sarcopenia in community-dwelling older adults.


Asunto(s)
Trastornos de Deglución , Fragilidad , Sarcopenia , Anciano , Teorema de Bayes , Estudios Transversales , Trastornos de Deglución/complicaciones , Fragilidad/complicaciones , Humanos , Vida Independiente , Presión , Estudios Prospectivos , Sarcopenia/complicaciones , Lengua
20.
Open Forum Infect Dis ; 8(1): ofaa504, 2021 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-33447627

RESUMEN

BACKGROUND: Staphylococcus aureus (SA) is the most common causative microorganism in native vertebral osteomyelitis (NVO). Few studies have compared the clinical features of NVO due to SA (SA-NVO) and NVO due to other organisms (NSA-NVO). This study was conducted to validate a predictive score for SA-NVO to facilitate NVO treatment without broad-spectrum antimicrobial agents. METHODS: This retrospective study compared the clinical features of patients with SA-NVO and NSA-NVO who were diagnosed from 2004 to 2019. Univariate associations were assessed using χ 2, Fisher's exact, or Mann-Whitney U test. Multivariable analysis was conducted using logistic regression. The optimal age cutoff point was determined by classification and regression tree analysis. RESULTS: Among 155 NVO patients, 98 (63.2%) had a microbiologically confirmed diagnosis: 40 (25.8%) with SA-NVO and 58 (37.4%) with NSA-NVO. Six predictors, either independently associated with SA-NVO or clinically relevant, were used to develop the STAPH prediction score: atopic dermatitis (Skin) (3 points); recent Trauma (2 points); Age < 67 years (1 point); Abscess (1 point); central venous Port catheter (2 points); and History of puncture (2 points). In a receiver operating characteristic analysis, the area under the curve was 0.84 (95% confidence interval, 0.76-0.91). The best cutoff point was 3. A score ≥3 had a sensitivity, specificity, positive predictive value, and negative predictive value of 58%, 84%, 84%, and 73%, respectively. CONCLUSIONS: The STAPH score has relatively high specificity for use by clinicians to predict SA as the causative microorganism in patients with NVO until results of a confirmatory culture are available.

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