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1.
Sci Data ; 10(1): 240, 2023 04 27.
Artigo em Inglês | MEDLINE | ID: mdl-37100784

RESUMO

Computer-aided diagnosis systems in adult chest radiography (CXR) have recently achieved great success thanks to the availability of large-scale, annotated datasets and the advent of high-performance supervised learning algorithms. However, the development of diagnostic models for detecting and diagnosing pediatric diseases in CXR scans is undertaken due to the lack of high-quality physician-annotated datasets. To overcome this challenge, we introduce and release PediCXR, a new pediatric CXR dataset of 9,125 studies retrospectively collected from a major pediatric hospital in Vietnam between 2020 and 2021. Each scan was manually annotated by a pediatric radiologist with more than ten years of experience. The dataset was labeled for the presence of 36 critical findings and 15 diseases. In particular, each abnormal finding was identified via a rectangle bounding box on the image. To the best of our knowledge, this is the first and largest pediatric CXR dataset containing lesion-level annotations and image-level labels for the detection of multiple findings and diseases. For algorithm development, the dataset was divided into a training set of 7,728 and a test set of 1,397. To encourage new advances in pediatric CXR interpretation using data-driven approaches, we provide a detailed description of the PediCXR data sample and make the dataset publicly available on https://physionet.org/content/vindr-pcxr/1.0.0/ .


Assuntos
Radiografia Torácica , Doenças Torácicas , Criança , Humanos , Algoritmos , Diagnóstico por Computador/métodos , Radiografia Torácica/métodos , Estudos Retrospectivos , Doenças Torácicas/diagnóstico por imagem
3.
Antibiotics (Basel) ; 10(5)2021 May 11.
Artigo em Inglês | MEDLINE | ID: mdl-34064958

RESUMO

Carbapenem-resistant Acinetobacter baumannii (A. baumannii, CRAb) is an emerging global threat for healthcare systems, particularly in Southeast Asia. Next-generation sequencing (NGS) technology was employed to map genes associated with antimicrobial resistance (AMR) and to identify multilocus sequence types (MLST). Eleven strains isolated from humans in Vietnam were sequenced, and their AMR genes and MLST were compared to published genomes of strains originating from Southeast Asia, i.e., Thailand (n = 49), Myanmar (n = 38), Malaysia (n = 11), Singapore (n = 4) and Taiwan (n = 1). Ten out of eleven Vietnamese strains were CRAb and were susceptible only to colistin. All strains harbored ant(3")-IIa, armA, aph(6)-Id and aph(3") genes conferring resistance to aminoglycosides, and blaOXA-51 variants and blaADC-25 conferring resistance to ß-lactams. More than half of the strains harbored genes that confer resistance to tetracyclines, sulfonamides and macrolides. The strains showed high diversity, where six were assigned to sequence type (ST)/2, and two were allocated to two new STs (ST/1411-1412). MLST analyses of 108 strains from Southeast Asia identified 19 sequence types (ST), and ST/2 was the most prevalent found in 62 strains. A broad range of AMR genes was identified mediating resistance to ß-lactams, including cephalosporins and carbapenems (e.g., blaOXA-51-like, blaOXA-23, blaADC-25, blaADC-73, blaTEM-1, blaNDM-1), aminoglycosides (e.g., ant(3")-IIa, aph(3")-Ib, aph(6)-Id, armA and aph(3')-Ia), phenicoles (e.g., catB8), tetracyclines (e.g., tet.B and tet.39), sulfonamides (e.g., sul.1 and sul.2), macrolides and lincosamide (e.g., mph.E, msr.E and abaF). MLST and core genome MLST (cgMLST) showed an extreme diversity among the strains. Several strains isolated from different countries clustered together by cgMLST; however, different clusters shared the same ST. Developing an action plan on AMR, increasing awareness and prohibiting the selling of antibiotics without prescription must be mandatory for this region. Such efforts are critical for enforcing targeted policies on the rational use of carbapenem compounds and controlling AMR dissemination and emergence in general.

4.
SAGE Open Med Case Rep ; 9: 2050313X211002313, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33796315

RESUMO

We present a patient with severe middle cerebral artery occlusion who received an intra-arterial infusion of autologous bone marrow stem cells combined with Cerebrolysin IV. The patient was evaluated before and after treatment using the National Institutes of Health Stroke Scale, the Medical Research Council Muscle Scale, Modified Brunnstrom Classification, Barthel Index and modified Rankin Scale. After the therapy, the patient showed good outcome with functional as well as neurological improvements especially in terms of functional motor recovery without any side effects. Further controlled studies are needed to find possible side effects and establish net efficacy.

5.
Int J Antimicrob Agents ; 56(4): 106127, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32750418

RESUMO

OBJECTIVES: This study aimed to combine in vitro phenotyping analysis and whole-genome-sequencing (WGS) to characterise the phenotype and genetic determinants associated with intrinsic resistance in 100 clinical and non-clinical Acinetobacter baumannii strains originating from Germany and Vietnam. Moreover, it aimed to assess whether powdered milk as a food source functions as a potential reservoir of antibiotic resistance and possesses similar antimicrobial resistance (AMR) genes as in clinical strains isolated from Germany. METHODS: Antimicrobial susceptibility testing was performed using the broth microdilution method and the minimum inhibitory concentration (MIC) was determined for 18 antibiotics. The WGS data from all isolates were mapped to intrinsic genes known to be associated with phenotypic AMR. RESULTS: The highest resistance frequency was observed for chloramphenicol (100%), followed by fosfomycin (96%) and cefotaxime (95%). The lowest resistant rates were observed for colistin (3%), trimethoprim/sulfamethoxazole (17%), tigecycline (19%), and amikacin (19%). Thirty-five percent of tested strains displayed resistance to at least one of the carbapenems. Resistance to fluoroquinolones, aminoglycosides, tigecycline, penicillins, trimethoprim/sulfamethoxazole, and fourth-generation cephalosporins was determined only in human strains. About one-quarter of isolates (24%) was multidrug-resistant (MDR) and all were of human origin. Among them, 16 isolates were extensively drug resistant (XDR) and 10 from those 16 isolates showed resistance to all tested antibiotics except colistin. In silico detection of intrinsic AMR genes revealed the presence of 36 ß-lactamases and 24 non-ß-lactamase resistance genes. Two colistin-resistant and 10 ertapenem-resistant strains were isolated from powdered milk produced in Germany. Thirty-eight AMR genes associated with resistance to antibiotics were found in isolates recovered from milk powder. Several resistance mechanisms towards many classes of antibiotics existed in A. baumannii including ß-lactamases, multidrug efflux pumps and aminoglycoside-modifying enzymes. CONCLUSION: The use of WGS for routine public health surveillance is a reliable method for the rapid detection of emerging AMR in A. baumannii isolates. Milk powder poses a risk to contain MDR Acinetobacter strains or resistance genes in Germany.


Assuntos
Infecções por Acinetobacter/tratamento farmacológico , Acinetobacter baumannii/efeitos dos fármacos , Acinetobacter baumannii/genética , Antibacterianos/farmacologia , Farmacorresistência Bacteriana Múltipla/genética , Genoma Bacteriano/genética , Infecções por Acinetobacter/microbiologia , Acinetobacter baumannii/isolamento & purificação , Aminoglicosídeos/farmacologia , Animais , Alemanha , Humanos , Macrolídeos/farmacologia , Testes de Sensibilidade Microbiana , Leite/microbiologia , Vietnã , Sequenciamento Completo do Genoma , beta-Lactamas/farmacologia
6.
South Med J ; 113(6): 292-297, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32483639

RESUMO

OBJECTIVE: To assess patient- and hospital-level characteristics associated with opioid use in human immunodeficiency virus (HIV)-positive pregnant women and fetal health outcomes. METHODS: Using the 2002-2014 Nationwide Inpatient Sample database, we analyzed discharge records to describe the rates of opioid use among HIV-positive pregnant women. Logistic regression was used to quantify the magnitude of the association between exposure status and maternal-fetal outcomes. RESULTS: Opioid use was fourfold greater among HIV-positive pregnant women compared with their HIV-negative counterparts (odds ratio 4.0; 95% confidence interval 3.15-5.12). Relatively smaller but significant increases in the early onset of delivery, poor fetal growth, abortive pregnancy, and spontaneous abortion also were observed in association with HIV-positive status and opioid drug use during pregnancy. CONCLUSIONS: An increased risk of negative maternal-fetal complications persists among HIV-positive women who use opioids during pregnancy. Focusing on predisposing factors and monitoring opioid dispensing may mitigate overuse or abuse in this vulnerable population.


Assuntos
Aborto Espontâneo/epidemiologia , Retardo do Crescimento Fetal/epidemiologia , Infecções por HIV/epidemiologia , Transtornos Relacionados ao Uso de Opioides/epidemiologia , Complicações Infecciosas na Gravidez/epidemiologia , Nascimento Prematuro/epidemiologia , Aborto Induzido/estatística & dados numéricos , Adolescente , Adulto , Consumo de Bebidas Alcoólicas/epidemiologia , Estudos de Casos e Controles , Depressão/epidemiologia , Feminino , Humanos , Modelos Logísticos , Pessoa de Meia-Idade , Trabalho de Parto Prematuro/epidemiologia , Gravidez , Complicações na Gravidez/epidemiologia , Sepse/epidemiologia , Uso de Tabaco/epidemiologia , Estados Unidos/epidemiologia , Adulto Jovem
7.
Int Psychogeriatr ; 30(7): 1039-1048, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29198252

RESUMO

ABSTRACTBackground:Low- and middle-income countries such as Vietnam are home to a majority of the world's population with dementia, yet little is known regarding how individuals in these countries perceive memory problems that might be indicative of cognitive impairment. This study examined the prevalence and correlates of subjective memory complaints (SMCs) in Vietnamese adults in Da Nang, Vietnam. METHODS: A stratified sample of 600 adults (aged ≥ 55 years) living in Da Nang, Vietnam, and surrounding areas were recruited to participate in a cross-sectional study. Students and faculty from the National Technical Medical College Number 2 administered questionnaires in participants' homes regarding socio-demographic characteristics, functional health, social support, cognitive and mental health, and SMCs. Descriptive and stepwise regression analyses examined the prevalence and correlates of SMCs. RESULTS: Approximately 64% of the sample reported at least poor memory and 39% said that memory interfered with their daily life at least somewhat. Multivariate regression analyses (adjusted for all covariates) showed that depressive symptoms, cognitive impairment, self-rated health and pain, and material hardship were associated with SMCs. CONCLUSIONS: Prevalence of SMCs as well as depressive symptoms was high in this Vietnamese population. Although future research using more detailed measures of subjective memory and which include longitudinal data are required, the need for physicians to routinely assess Vietnamese patients for depression, SMCs, and cognitive impairment may be warranted.


Assuntos
Disfunção Cognitiva/diagnóstico , Autoavaliação Diagnóstica , Transtornos da Memória , Desempenho Físico Funcional , Autoavaliação (Psicologia) , Atividades Cotidianas , Idoso , Idoso de 80 Anos ou mais , Cognição , Estudos Transversais , Feminino , Humanos , Masculino , Transtornos da Memória/diagnóstico , Transtornos da Memória/epidemiologia , Transtornos da Memória/psicologia , Pessoa de Meia-Idade , Prevalência , Apoio Social , Vietnã/epidemiologia
8.
Aging Ment Health ; 16(6): 780-6, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22486622

RESUMO

OBJECTIVES: Vietnam has a growing older population, many of whom experienced war and social upheavals in their lives. Prior research has described the health of the older population, but little work has explored mental health. The current study examines the frequency and correlates of two mental health indicators: depressive symptoms and worry. METHOD: A representative sample of 600 adults 55 and older stratified by gender (50% women), age (mean=70.33), and rural/urban (50% rural) was recruited in Da Nang, Vietnam and surrounding rural districts. Participants were interviewed in their homes by trained interviewers. Dependent variables were a Vietnamese version of the CES-D and a culturally specific worry scale. RESULTS: Forty-seven percent of the sample had scores above the cut-off for clinical depression and scores on the worry scale were high. Using multiple linear regressions we found that women, the less educated and individuals with more material hardship had higher depressive symptoms whereas rural residents, women, married, and young-old individuals were more worried. Pain, ADL assistance and emotional support were significant predictors of both depressive symptoms and worry, though the direction of the association for emotional support differed. Illnesses were only a predictor of depressive symptoms. CONCLUSION: The high reports of depressive symptoms and worry suggests the need for incorporating mental health screening as part of health programs for older adults in Vietnam. Attention to factors associated with depressive symptoms and worry, such as economic hardship, health problems and lack of emotional support, may contribute to alleviation of symptoms.


Assuntos
Ansiedade/epidemiologia , Depressão/epidemiologia , Condições Sociais , Apoio Social , Atividades Cotidianas , Idoso , Idoso de 80 Anos ou mais , Ansiedade/etnologia , Depressão/etnologia , Depressão/psicologia , Escolaridade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Fatores de Risco , População Rural , Fatores Sexuais , População Urbana , Vietnã/epidemiologia
9.
J Nat Prod ; 64(5): 634-7, 2001 May.
Artigo em Inglês | MEDLINE | ID: mdl-11374961

RESUMO

Three new limonoids, named haperforins C2 (1), F (2), and G (3), were isolated from a sample of Harrisonia perforata leaves collected in Central Vietnam. Their structures were determined by single-crystal X-ray diffraction analyses, and their NMR and mass spectral data are reported.


Assuntos
Limoninas , Plantas Medicinais/química , Triterpenos/química , Espectroscopia de Ressonância Magnética , Espectrometria de Massas , Extratos Vegetais/química , Folhas de Planta/química , Triterpenos/isolamento & purificação , Vietnã , Difração de Raios X
10.
J Nat Prod ; 63(7): 1015-8, 2000 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-10924191

RESUMO

Two new rearranged limonoids, named haperforine A (1) and haperforine E (2), were isolated from a sample of Harrisonia perforata leaves collected in Center Vietnam and their structures determined by X-ray diffraction analysis. The structure of a minor compound was established as 12-desacetylhaperforine A (3) by chemical correlation. Their NMR and mass spectroscopic properties are reported.


Assuntos
Flavonoides/química , Flavonoides/isolamento & purificação , Plantas Medicinais/química , Cristalografia por Raios X , Estrutura Molecular , Análise Espectral
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