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1.
Pensar mov ; 21(1)jun. 2023.
Artículo en Español | SaludCR, LILACS | ID: biblio-1521274

RESUMEN

Varela-Briceño, M. (2023). La publicación de los conjuntos de datos por medio de las revistas científicas: el caso de Pensar en Movimiento. PENSAR EN MOVIMIENTO: Revista de Ciencias del Ejercicio y la Salud, 21(1), 1-6. La publicación científica ha evolucionado y con ellos las revistas académicas, desde sus inicios en versiones impresas y actualmente las electrónicas, lo cual ha llevado a una serie de cambios en los procesos de gestión. Es así que se han establecidos los movimientos del acceso y la ciencia abierta. El propósito de este editorial es hacer un recorrido sobre la publicación de conjuntos de datos, su importancia y ventajas; además de mostrar la iniciativa de Pensar en Movimiento de poner a disposición las bases de datos que acompañan los artículos de investigación.


Varela-Briceño, M. (2023). The publication of data sets through scientific journals: The case of Pensar en Movimiento. PENSAR EN MOVIMIENTO: Revista de Ciencias del Ejercicio y la Salud, 21(1), 1-6. Scientific publishing has evolved, and academic journals have evolved with it—initially in printed versions, and currently in electronic ones. This has resulted in a series of changes in management processes. For instance, the movements for open access and science have emerged. The purpose of this editorial is to present an overview of the publication of data sets, its importance and advantages, in addition to showing the initiative of Pensar en Movimiento to make available the data bases that go along with research articles.


Varela-Briceño, M. (2023). A publicação de conjuntos de dados através de revistas científicas: o caso de Pensar en Movimiento. PENSAR EN MOVIMIENTO: Revista de Ciencias del Ejercicio y de la Salud, 21(1), 1-6. A publicação científica evoluiu, e com ela as revistas acadêmicas; desde sua criação, em versões impressas, e atualmente eletrônicas, o que levou a uma série de mudanças nos processos de gestão. É assim que os movimentos de acesso e ciência aberta foram estabelecidos. O objetivo deste editorial é fazer uma jornada pela publicação de conjuntos de dados, sua importância e vantagens; além de mostrar a iniciativa da revista Pensar en Movimiento de disponibilizar as bases de dados que acompanham os artigos de pesquisa.


Asunto(s)
Publicación Periódica , Políticas Editoriales , Publicaciones Científicas y Técnicas , Costa Rica , Acceso a la Información , Conjunto de Datos
2.
Psicol. ciênc. prof ; 43: e255164, 2023. tab
Artículo en Portugués | LILACS, INDEXPSI | ID: biblio-1529202

RESUMEN

O presente texto tem o objetivo de explanar ações desempenhadas por psicólogas(os) trabalhadoras(es) dos Centros de Referência Especializados de Assistência Social (Creas), em situações de violência intrafamiliar, identificadas a partir do estude empírico realizado por mim, psicóloga pesquisadora, também trabalhadora de um Creas. Participaram da pesquisa doze psicólogas(os), trabalhadoras(es) destes centros, em sete municípios do interior do Rio Grande do Sul, onde foram realizadas, presencialmente, as entrevistas. A análise dos dados apontou para uma compreensão metodológica a partir de três dimensões já apontadas na bibliografia, sendo elas: a) Acolhida Inicial, que demonstra que esses profissionais geralmente iniciam suas práticas com uma família ou indivíduo indo ao encontro destes, buscando a vinculação dos mesmos com o serviço; b) Acompanhamento Especializado, onde essas(es) trabalhadoras(es) desenvolvem suas práticas com diversidade e criatividade, a partir de visitas domiciliares, trabalhos com grupos, indivíduos ou famílias, geralmente em conjunto com outros profissionais, principalmente assistentes sociais; c) Articulação com a Rede, onde se identificou um importante movimento para o trabalho em conjunto com outros serviços disponíveis no território. Por fim, as considerações finais indicam que ainda há um caminho a ser trilhado com relação à definição das práticas dos psicólogos no Creas. Porém, há muito que se falar a respeito de práticas que já estão ocorrendo. Assim, tornam-se relevantes as pesquisas acadêmicas nesse contexto, pois ao inserir os profissionais psicólogos trabalhadores da política, eles podem promover uma articulação entre a produção do fazer cotidiano e a reflexão teórica e acadêmica sustentada pelas pesquisas.(AU)


This study aims to explore the activities developed by psychologists from the Centros de Referência de Atenção Especializada (CREAS - Brazilian Specialized Social Assistance Reference Centers), regarding situations of intrafamily violence identified by me, the author, a research psychologist and, CREAS worker. Participants include 12 psychologists who work on such centers from 7 cities in the countryside of Rio Grande do Sul, Brazil, where the interviews were conducted in person. The data analysis pointed toward a methodological comprehension based on 3 dimensions that have already been mentioned in the literature: the Initial Approach, which shows that these workers usually initiate their practices with a family or an individual by going after them, seeking bond development with the service. The Specialized Follow-up, in which these workers develop their practices with diversity and creativity, through home visits and activities with group, family or individual, often with other workers, such as social assistance workers. And the Network Articulation, in which a significant movement toward working with the public services available on each territory is identified. Finally, there is still a path to be taken regarding the definition of psychological practices on CREAS, however, there is much to be noticed of what has already been occurring. Thus, academic research on such context is relevant since the inclusion of psychologists who work in this policy may promote an articulation between daily activity and the theoretical and academic reflection, supported by the research.(AU)


Este texto tuvo por objetivo explicar las acciones desarrolladas por psicólogas/os trabajadoras/es en los "Centros de Referência Especializados de Assistência Social" (CREAS) (Centros de Referencia Especializados en Asistencia Social), respecto a las situaciones de violencia intrafamiliar, identificadas por un estudio empírico hecho por una psicóloga-investigadora que actúa en un CREAS. Participaron 12 psicólogas/os que trabajan en estos centros, en siete ciudades del interior de Rio Grande do Sul (Brasil), donde se llevó a cabo las entrevistas en persona. El análisis de datos apuntó a una comprensión metodológica de tres dimensiones ya destacadas en la bibliografía: la Acogida Inicial, que enseña que estos profesionales generalmente empiezan sus prácticas con una familia o individuo buscando el encuentro para la promoción de la vinculación con el servicio; El Seguimiento Especializado, en el que desarrollan sus prácticas con diversidad y creatividad desde visitas domiciliarias, trabajos con grupos, individuos o familias, generalmente junto a otros profesionales, sobre todo con trabajadores sociales; y Articulación con la Red de Servicios, en la cual se identificó un importante movimiento para el trabajo con otros servicios disponibles en el territorio. Por fin, se observa que todavía hay un camino por recorrer en relación a la definición de las prácticas de psicólogos en CREAS, aunque hay mucho que decir respecto a las prácticas que ya están ocurriendo. Así, se vuelven relevantes las investigaciones académicas en ese contexto por introducir a los profesionales psicólogos trabajadores de la política, las cuales pueden promover una articulación entre la producción del hacer cotidiano y la reflexión teórica y académica sustentada por las investigaciones.(AU)


Asunto(s)
Humanos , Masculino , Femenino , Psicología , Política Pública , Apoyo Social , Guías de Práctica Clínica como Asunto , Conducta Paterna , Servicio de Acompañamiento de Pacientes , Psicología Social , Carencia Psicosocial , Calidad de Vida , Conducta Sexual , Delitos Sexuales , Control Social Formal , Problemas Sociales , Ciencias Sociales , Servicio Social , Factores Socioeconómicos , Sublimación Psicológica , Reconversión de Camas , Ciencias de la Conducta , Actuación (Psicología) , Diagnóstico de la Situación de Salud , Factores de Riesgo , Colaboración Intersectorial , Derechos Civiles , Relaciones Intergeneracionales , Violencia Doméstica , Diversidad Cultural , Vida , Programa , Disciplinas y Actividades Conductuales , Creatividad , Análisis de la Situación , Amenazas , Riesgo a la Salud , Impacto Psicosocial , Autonomía Personal , Sociobiología , Códigos de Ética , Agresión , Violaciones de los Derechos Humanos , Proyectos , Acogimiento , Conflicto Familiar , Relaciones Familiares , Racismo , Sexismo , Paquetes de Atención al Paciente , Trata de Personas , Conjunto de Datos , Integralidad en Salud , Factores Protectores , Rehabilitación Psiquiátrica , Sistemas de Apoyo Psicosocial , Reincidencia , Opresión Social , Libertad , Separación Familiar , Esfuerzo de Escucha , Factores Sociodemográficos , Vulnerabilidad Social , Ciudadanía , Apoyo Familiar , Empleos en Salud , Jerarquia Social , Hospitales Especializados , Derechos Humanos , Mala Praxis , Servicios de Salud Mental , Apego a Objetos
3.
Rev. bras. ciênc. mov ; 28(4): 194-201, out.-dez. 2020. ilus
Artículo en Portugués | LILACS | ID: biblio-1343125

RESUMEN

A utilização de procedimentos estatísticos é de fundamental importância para a interpretação apropriada de um conjunto de dados. Desta forma, a baixa aderência do teste aos dados selecionados pode levar a conclusões inadequadas. Portanto, a escolha do teste paramétrico e não paramétrico para dados pareados deve levar em conta a normalidade dos dados. Com isso, aplicar o coeficiente de correlação de Pearson (teste paramétrico) em dados não paramétricos aumenta as chances de associações espúrias (por acaso ou erro sistemático), as quais resultam em erro do Tipo I. Entendendo que as vezes o pensamento do jovem pesquisador e também de editores de periódicos científicos serão guiados por resultados positivos. É comum a possibilidade de editores selecionarem artigos para publicação tendo como base o valor de p <0,05. Contudo, também seria importante selecionar os artigos levando em consideração os cumprimentos dos pressupostos para a utilização de testes paramétricos e não-paramétricos. Com isso, objetivo do presente estudo foi abordar os dois testes de coeficiente de correlação de Pearson e Spearman e sugerir recomendações para praticantes de estatística na área de Ciências da Saúde para a utilização segura e adequada dos dados antes da publicação.(AU)


The use of statistical procedures is of fundamental importance for the proper interpretation of data analysis. In this way, the low adherence of the test to the selected data can lead to inadequate conclusions. Therefore, the choice of parametric and non-parametric tests for paired data should take into account the normality of the data. Therefore, applying the Pearson correlation coefficient (non-parametric test) in non-parametric data increases the chances of spurious associations (by chance or systematic error), which result in a Type I error. Knowing that young researcher and editors of scientific journals might be guided by positive results. It is common for editors to select articles for publication based on p < 0.05 value. However, it would also be important to select papers taking into account the fulfillment of the assumptions for the use of parametric and non-parametric tests. Thus, the aim of the present study was to address the two Pearson and Spearman correlation coefficient tests and to suggest recommendations for practitioners of statistics in the area of Health Sciences for the safe and adequate use of data prior publication.(AU)


Asunto(s)
Humanos , Sesgo , Salud , Interpretación Estadística de Datos , Estadística , Correlación de Datos , Publicaciones , Estadística como Asunto , Habilidades para Tomar Exámenes , Conjunto de Datos , Hipertensión
4.
Journal of the Korean Ophthalmological Society ; : 9-16, 2020.
Artículo en Coreano | WPRIM | ID: wpr-811316

RESUMEN

PURPOSE: We determined whether elevated serum alkaline phosphatase (ALP) was related to prevalence, location, type, length, and recurrence of pterygium in a population from the Republic of Korea.METHODS: A nationwide cross-sectional dataset, the Korean National Health and Nutrition Examination Survey (2008–2011), was used in this study. All participants were > 30 years of age and underwent the ALP test and ophthalmic evaluation (n = 22,359). One-way analysis of variance, the chi-square test, and Fisher's exact test were used to compare characteristics and outcomes among participants. Multivariable logistic regression was used to examine the possible associations between serum ALP levels and various types of pterygium. Data were adjusted for known risk factors for development of pterygium and ALP elevation (age, sex, residence, sunlight exposure, drinking, smoking, hypertension, diabetes, BMI, AST, ALT, vitamin D, and HDL).RESULTS: The overall prevalence of pterygium was 8.1%, and participants with pterygium had higher levels of serum ALP (p < 0.001). Participants with higher serum ALP had a significantly higher prevalence of all types of pterygium than those in the lower serum ALP quartiles. After adjusting for potential confounding factors, multivariate logistic regression analysis revealed that ALP was associated with the prevalence of pterygium (odds ratio [OR], 1.001; p = 0.038). Trend analysis between the OR and ALP quartiles revealed a linear trend in overall prevalence and in the intermediate type of pterygium. Subgroup analysis revealed a stronger correlation in participants > 50 years of age. One-way analysis of variance revealed an association between the size of pterygium and serum ALP quartile levels. Serum ALP was not associated with recurrence of pterygium.CONCLUSIONS: Increased serum ALP was associated with the prevalence and size of pterygium.


Asunto(s)
Fosfatasa Alcalina , Estudios Transversales , Conjunto de Datos , Ingestión de Líquidos , Hipertensión , Corea (Geográfico) , Modelos Logísticos , Encuestas Nutricionales , Prevalencia , Pterigion , Recurrencia , República de Corea , Factores de Riesgo , Humo , Fumar , Luz Solar , Vitamina D
5.
Journal of Gynecologic Oncology ; : 13-2020.
Artículo en Inglés | WPRIM | ID: wpr-811219

RESUMEN

OBJECTIVE: To investigate pathologic discrepancies between colposcopy-directed biopsy (CDB) of the cervix and loop electrosurgical excision procedure (LEEP) in women with cytologic high-grade squamous intraepithelial lesions (HSILs).METHODS: We retrospectively identified 297 patients who underwent both CDB and LEEP for HSILs in cervical cytology between 2015 and 2018, and compared their pathologic results. Considering the LEEP to be the gold standard, we evaluated the diagnostic performance of CDB for identifying cervical intraepithelial neoplasia (CIN) grades 2 and 3, adenocarcinoma in situ, and cancer (HSIL+). We also performed age subgroup analyses.RESULTS: Among the study population, 90.9% (270/297) had pathologic HSIL+ using the LEEP. The diagnostic performance of CDB for identifying HSIL+ was as follows: sensitivity, 87.8%; specificity, 59.3%; balanced accuracy, 73.6%; positive predictive value, 95.6%; and negative predictive value, 32.7%. Thirty-three false negative cases of CDB included CIN2,3 (n=29) and cervical cancer (n=4). The pathologic HSIL+ rate in patients with HSIL− by CDB was 67.3% (33/49). CDB exhibited a significant difference in the diagnosis of HSIL+ compared to LEEP in all patients (p<0.001). In age subgroup analyses, age groups <35 years and 35–50 years showed good agreement with the entire data set (p=0.496 and p=0.406, respectively), while age group ≥50 years did not (p=0.036).CONCLUSION: A significant pathologic discrepancy was observed between CDB and LEEP results in women with cytologic HSILs. The diagnostic inaccuracy of CDB increased in those ≥50 years of age.


Asunto(s)
Femenino , Humanos , Adenocarcinoma in Situ , Biopsia , Displasia del Cuello del Útero , Cuello del Útero , Colposcopía , Conización , Conjunto de Datos , Diagnóstico , Detección Precoz del Cáncer , Prueba de Papanicolaou , Estudios Retrospectivos , Sensibilidad y Especificidad , Lesiones Intraepiteliales Escamosas de Cuello Uterino , Neoplasias del Cuello Uterino
6.
Annals of Dermatology ; : 130-140, 2020.
Artículo en Inglés | WPRIM | ID: wpr-811085

RESUMEN

BACKGROUND: Atopic dermatitis (AD) is recognized as a common inflammatory skin disease and frequently occurred in Asian and Black individuals.OBJECTIVE: Since the limitation of dataset associated with human severe AD, this study aimed to screen potential novel biomarkers involved in mild AD.METHODS: Expression profile data (GSE75890) were obtained from the database of Gene Expression Omnibus. Using limma package, the differentially expressed genes (DEGs) between samples from AD and healthy control were selected. Furthermore, function analysis was conducted. Meanwhile, the protein-protein interaction (PPI) network and transcription factor (TF)-miRNA-target regulatory network were constructed. And quantitative real-time polymerase chain reaction (qRT-PCR) was used to validate the expressions patterns of key genes.RESULTS: In total, 285 DEGs including 214 upregulated and 71 downregulated genes were identified between samples from two groups. The upregulated DEGs were mainly involved in nine pathways, such as hematopoietic cell lineage, pertussis, p53 signaling pathway, staphylococcus aureus infection, and cell cycle, while tight junction was the only pathway enriched by the downregulated DEGs. Cyclin B (CCNB)1, CCNB2, cyclin A (CCNA)2, C-X-C motif chemokine ligand (CXCL)10, and CXCL9 were key nodes in PPI network. The TF-miRNA-target gene regulatory network focused on miRNAs such as miR-106b, miR-106a, and miR-17, TFs such as nuclear factor kappa B subunit 1, RELA proto-oncogene, Sp1 transcription factor, and genes such as matrix metallopeptidase 9, peroxisome proliferator activated receptor gamma , and serpin family E member 1. Moreover, the upregulation of these genes, including CCNB1, CCNB2, CCNA2, CXCL10, and CXCL9 were confirmed by qRT-PCR.CONCLUSION: CCNB1, CCNB2, CCNA2, and CXCL9 might be novel markers of mild AD. miR-106b and miR-17 may involve in regulation of immune response in AD patients.


Asunto(s)
Humanos , Pueblo Asiatico , Biomarcadores , Ciclo Celular , Linaje de la Célula , Biología Computacional , Ciclina A , Ciclina B , Conjunto de Datos , Dermatitis , Dermatitis Atópica , Expresión Génica , Redes Reguladoras de Genes , MicroARNs , FN-kappa B , PPAR gamma , Proto-Oncogenes , Reacción en Cadena en Tiempo Real de la Polimerasa , Enfermedades de la Piel , Factor de Transcripción Sp1 , Staphylococcus aureus , Uniones Estrechas , Factores de Transcripción , Regulación hacia Arriba , Tos Ferina
7.
Journal of Korean Medical Science ; : 31-2020.
Artículo en Inglés | WPRIM | ID: wpr-782505

RESUMEN

10% of labeled tumor cells) of TNF receptor 1 (TNFR1), the protein product of TNFRSF1A gene, was correlated with sarcomatoid dedifferentiation and was an independent predictive factor of clinically unfavorable response and shorter survivals in separated TKI-treated ccRCC cohort.CONCLUSION: TNF-α signaling may play a role in TKI resistance, and TNFR1 expression may serve as a predictive biomarker for clinically unfavorable TKI responses in ccRCC.


Asunto(s)
Humanos , Biomarcadores , Carcinoma de Células Renales , Estudios de Cohortes , Conjunto de Datos , Resistencia a Medicamentos , Expresión Génica , Perfilación de la Expresión Génica , Xenoinjertos , Inmunohistoquímica , Proteínas Tirosina Quinasas , Receptores del Factor de Necrosis Tumoral , Receptores Tipo I de Factores de Necrosis Tumoral , Factor de Necrosis Tumoral alfa
14.
Journal of Lipid and Atherosclerosis ; : 8-22, 2020.
Artículo en Inglés | WPRIM | ID: wpr-786084

RESUMEN

Post-transcriptional regulations of mRNA transcripts such as alternative splicing and alternative polyadenylation can affect the expression of genes without changing the transcript levels. Recent studies have demonstrated that these post-transcriptional events can have significant physiological impacts on various biological systems and play important roles in the pathogenesis of a number of diseases, including cancers. Nevertheless, how cellular signaling pathways control these post-transcriptional processes in cells are not very well explored in the field yet. The mammalian target of rapamycin complex 1 (mTORC1) pathway plays a key role in sensing cellular nutrient and energy status and regulating the proliferation and growth of cells by controlling various anabolic and catabolic processes. Dysregulation of mTORC1 pathway can tip the metabolic balance of cells and is associated with a number of pathological conditions, including various types of cancers, diabetes, and cardiovascular diseases. Numerous reports have shown that mTORC1 controls its downstream pathways through translational and/or transcriptional regulation of the expression of key downstream effectors. And, recent studies have also shown that mTORC1 can control downstream pathways via post-transcriptional regulations. In this review, we will discuss the roles of post-transcriptional processes in gene expression regulations and how mTORC1-mediated post-transcriptional regulations contribute to cellular physiological changes. We highlight post-transcriptional regulation as an additional layer of gene expression control by mTORC1 to steer cellular biology. These emphasize the importance of studying post-transcriptional events in transcriptome datasets for gaining a fuller understanding of gene expression regulations in the biological systems of interest.


Asunto(s)
Empalme Alternativo , Enfermedades Cardiovasculares , Conjunto de Datos , Expresión Génica , Poliadenilación , ARN Mensajero , Sirolimus , Control Social Formal , Transcriptoma
15.
The Korean Journal of Physiology and Pharmacology ; : 89-99, 2020.
Artículo en Inglés | WPRIM | ID: wpr-787135

RESUMEN

Although microscopic analysis of tissue slides has been the basis for disease diagnosis for decades, intra- and inter-observer variabilities remain issues to be resolved. The recent introduction of digital scanners has allowed for using deep learning in the analysis of tissue images because many whole slide images (WSIs) are accessible to researchers. In the present study, we investigated the possibility of a deep learning-based, fully automated, computer-aided diagnosis system with WSIs from a stomach adenocarcinoma dataset. Three different convolutional neural network architectures were tested to determine the better architecture for tissue classifier. Each network was trained to classify small tissue patches into normal or tumor. Based on the patch-level classification, tumor probability heatmaps can be overlaid on tissue images. We observed three different tissue patterns, including clear normal, clear tumor and ambiguous cases. We suggest that longer inspection time can be assigned to ambiguous cases compared to clear normal cases, increasing the accuracy and efficiency of histopathologic diagnosis by pre-evaluating the status of the WSIs. When the classifier was tested with completely different WSI dataset, the performance was not optimal because of the different tissue preparation quality. By including a small amount of data from the new dataset for training, the performance for the new dataset was much enhanced. These results indicated that WSI dataset should include tissues prepared from many different preparation conditions to construct a generalized tissue classifier. Thus, multi-national/multi-center dataset should be built for the application of deep learning in the real world medical practice.


Asunto(s)
Adenocarcinoma , Clasificación , Conjunto de Datos , Diagnóstico , Aprendizaje , Variaciones Dependientes del Observador , Estómago
16.
Korean Journal of Preventive Medicine ; : 21-29, 2019.
Artículo en Inglés | WPRIM | ID: wpr-740719

RESUMEN

OBJECTIVES: The Regional Cardiocerebrovascular Center (RCCVC) Project designated local teaching hospitals as RCCVCs, in order to improve patient outcomes of acute cardiocerebrovascular emergencies by founding a regional system that can adequately transfer and manage patients within 3 hours. We investigated the effects of RCCVC establishment on treatment volume and 30-day mortality. METHODS: We constructed a panel dataset by extracting all acute myocardial infarction cases that occurred from 2007 to 2016 from the Health Insurance Review and Assessment Service claims data, a national and representative source. We then used a panel fixed-effect model to estimate the impacts of RCCVC establishment on patient outcomes. RESULTS: We found that the number of cases of acute myocardial infarction that were treated increased chronologically, but when the time effect and other related covariates were controlled for, RCCVCs only significantly increased the number of treatment cases of female in large catchment areas. There was no statistically significant impact on 30-day mortality. CONCLUSIONS: The establishment of RCCVCs increased the number of treatment cases of female, without increasing the mortality rate. Therefore, the RCCVCs might have prevented potential untreated deaths by increasing the preparedness and capacity of hospitals to treat acute myocardial infarction patients.


Asunto(s)
Femenino , Humanos , Conjunto de Datos , Atención a la Salud , Urgencias Médicas , Evaluación del Impacto en la Salud , Hospitales de Enseñanza , Seguro de Salud , Corea (Geográfico) , Mortalidad , Infarto del Miocardio , Evaluación de Programas y Proyectos de Salud
17.
Korean Journal of Preventive Medicine ; : 51-59, 2019.
Artículo en Inglés | WPRIM | ID: wpr-740716

RESUMEN

OBJECTIVES: The purpose of this study was to estimate the mediating effect of subjective unmet healthcare needs on poor health. The mediating effect of unmet needs on health outcomes was estimated. METHODS: Cross-sectional research method was used to analyze Korea Health Panel data from 2011 to 2015, investigating the mediating effect for each annual dataset and lagged dependent variables. RESULTS: The magnitude of the effect of low income on poor health and the mediating effect of unmet needs were estimated using age, sex, education level, employment status, healthcare insurance status, disability, and chronic disease as control variables and self-rated health as the dependent variable. The mediating effect of unmet needs due to financial reasons was between 14.7% to 32.9% of the total marginal effect, and 7.2% to 18.7% in lagged model. CONCLUSIONS: The fixed-effect logit model demonstrated that the existence of unmet needs raised the likelihood of poor self-rated health. However, only a small proportion of the effects of low income on health was mediated by unmet needs, and the results varied annually. Further studies are necessary to search for ways to explain the varying results in the Korea Health Panel data, as well as to consider a time series analysis of the mediating effect. The results of this study present the clear implication that even though it is crucial to address the unmet needs, but it is not enough to tackle the income related health inequalities.


Asunto(s)
Enfermedad Crónica , Conjunto de Datos , Atención a la Salud , Educación , Empleo , Disparidades en Atención de Salud , Cobertura del Seguro , Corea (Geográfico) , Modelos Logísticos , Métodos , Evaluación de Necesidades , Negociación , Factores Socioeconómicos
18.
Imaging Science in Dentistry ; : 1-7, 2019.
Artículo en Inglés | WPRIM | ID: wpr-740406

RESUMEN

PURPOSE: Artificial intelligence (AI), represented by deep learning, can be used for real-life problems and is applied across all sectors of society including medical and dental field. The purpose of this study is to review articles about deep learning that were applied to the field of oral and maxillofacial radiology. MATERIALS AND METHODS: A systematic review was performed using Pubmed, Scopus, and IEEE explore databases to identify articles using deep learning in English literature. The variables from 25 articles included network architecture, number of training data, evaluation result, pros and cons, study object and imaging modality. RESULTS: Convolutional Neural network (CNN) was used as a main network component. The number of published paper and training datasets tended to increase, dealing with various field of dentistry. CONCLUSION: Dental public datasets need to be constructed and data standardization is necessary for clinical application of deep learning in dental field.


Asunto(s)
Inteligencia Artificial , Conjunto de Datos , Odontología , Aprendizaje
19.
Imaging Science in Dentistry ; : 19-26, 2019.
Artículo en Inglés | WPRIM | ID: wpr-740404

RESUMEN

PURPOSE: It has been proposed that using new prediction methods, such as neural networks based on dental data, could improve age estimation. This study aimed to assess the possibility of exploiting neural networks for estimating age by means of the pulp-to-tooth ratio in canines as a non-destructive, non-expensive, and accurate method. In addition, the predictive performance of neural networks was compared with that of a linear regression model. MATERIALS AND METHODS: Three hundred subjects whose age ranged from 14 to 60 years and were well distributed among various age groups were included in the study. Two statistical software programs, SPSS 21 (IBM Corp., Armonk, NY, USA) and R, were used for statistical analyses. RESULTS: The results indicated that the neural network model generally performed better than the regression model for estimation of age with pulp-to-tooth ratio data. The prediction errors of the developed neural network model were acceptable, with a root mean square error (RMSE) of 4.40 years and a mean absolute error (MAE) of 4.12 years for the unseen dataset. The prediction errors of the regression model were higher than those of the neural network, with an RMSE of 10.26 years and a MAE of 8.17 years for the test dataset. CONCLUSION: The neural network method showed relatively acceptable performance, with an MAE of 4.12 years. The application of neural networks creates new opportunities to obtain more accurate estimations of age in forensic research.


Asunto(s)
Humanos , Tomografía Computarizada de Haz Cónico , Conjunto de Datos , Odontología Forense , Modelos Lineales , Métodos , Redes Neurales de la Computación
20.
Diabetes & Metabolism Journal ; : 76-89, 2019.
Artículo en Inglés | WPRIM | ID: wpr-739793

RESUMEN

BACKGROUND: The prevalence and incidence of type 1 diabetes mellitus (T1DM) in all age groups and the prevalence of metabolic syndrome in patients with T1DM in Korea were estimated. METHODS: The incidence and prevalence of T1DM between 2007 and 2013 were calculated using the Korean National Health Insurance Service (NHIS) datasets of claims. Clinical characteristics and prevalence of metabolic syndrome in individuals with T1DM between 2009 and 2013 were determined using the database of NHIS preventive health checkups. RESULTS: The prevalence of T1DM in Korea between 2007 and 2013 was 0.041% to 0.047%. The annual incidence rate of T1DM in Korea in 2007 to 2013 was 2.73 to 5.02/100,000 people. Although the incidence rate of typical T1DM was highest in teenagers, it remained steady in adults over 30 years of age. In contrast, the incidence rate of atypical T1DM in 2013 was higher in people aged 40 years or older than in younger age groups. Age- and sex-adjusted prevalence of metabolic syndrome in patients with T1DM was 51.65% to 55.06% between 2009 and 2013. CONCLUSION: T1DM may be more common in Korean adults than previously believed. Metabolic syndrome may be a frequent finding in individuals with T1DM in Korea.


Asunto(s)
Adolescente , Adulto , Humanos , Conjunto de Datos , Diabetes Mellitus Tipo 1 , Incidencia , Corea (Geográfico) , Programas Nacionales de Salud , Prevalencia
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