National database of Health Insurance Claims and Specific Health Checkups of Japan (NDB) Open data Japan publishes summary tables of fundamental data from NDB. In this report, we performed a pilot study on the mental ...
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ISBN:
(纸本)9781665495523
National database of Health Insurance Claims and Specific Health Checkups of Japan (NDB) Open data Japan publishes summary tables of fundamental data from NDB. In this report, we performed a pilot study on the mental health and dental care of patients with noncommunicable diseases (NCDs) using NDB Open data Japan. We performed data analysis using the Sex- and Age-Standardized Regional Difference Index (SA-RDI) to preliminarily show the relationship between diabetes mellitus and periodontal disease. Consequently, we could visualize the relationship between them at the prefectural (community) level.
Speech-language pathologists perform assessments and therapy for various speech disorders including language drills, articulation-therapy, breathing exercises, etc. help early diagnosis and treatments. Our proposed mo...
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Although collapsible panel widgets have been widely used in industry for many years in various contexts, there have been no formal evaluations conducted to compare user performance and satisfaction with these interfac...
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Using different light spectra in pest management has gained significant attention due to its potential impact on pest control strategies. This study investigates the effectiveness of the light spectrum in controlling ...
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Developing an intelligent application to assist the detection and study of the COVID-19 infection is crucial and urgent during this pandemic, given the scarcity of available data and the rapidly changing virus. This p...
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We apply machine learning, specially deep neural network approaches, to train a new model that can perform an effective classification of ferromagnetic, anti-ferromagnetic, skyrmion, anti-skyrmion and spin spiral conf...
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ISBN:
(纸本)9781665495523
We apply machine learning, specially deep neural network approaches, to train a new model that can perform an effective classification of ferromagnetic, anti-ferromagnetic, skyrmion, anti-skyrmion and spin spiral configurations via supervised learning and also observe how the pre trained models like VGG16, VGG19, ResNet, Inception behave while solving this problem, draw a pattern from it and suggest path for further improving the model. The problem relies in categorization of Magnetic Configurations amongst many from input samples of simulation data to retrieve classified outcome from several different magnetic configurations. The input sample is data achieved from simulations of physical properties of the various magnetic configurations. First CNN is used to classify between the images. Image classifications are mostly carried out using neural networks where data is placed in a graphical structure. The proposed model in this research paper can successfully classify amongst magnetic configurations in real time with data. In our approach, we used a single deep neural network architecture is classify all five types of magnetic structures. All in all, this is a holistic approach for solving the classification problem of magnetic configuration and taking a step into optimizing the model.
The research area of information extraction (IE) aims to extract structured information such as types of entities and relations between them, from unstructured textual data like newswires, blogs, governmental document...
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This study aims to verify the condition to join the community activities with fun. In this study, we make our original model, called Gift and Circulation model. From the results of this paper, it was found that in ord...
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This research aims to visualize the relationality between 'Hito', 'Mono,' and 'Koto', in a community as relationality assets. The purpose is to develop an awareness of the relationality in comm...
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data security is an important issue in healthcare system in Bangladesh, especially in a rural and remote area where proper medical care doesn39;t reach in time, and the infrastructures of the medical system in those a...
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