Bioinformatics as Emerging Tool and Pipeline Frameworks

Mshvidobadze, Tinatin

doi:10.52152/spr/2021.162

Cited by 9 publications

(11 citation statements)

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“…erefore, it can be confirmed that virtual technology can independently create simulation scenes of the real world artificially to fulfil the demands of the users or customers who are looking for a different user experience [25].…”

Section: Characteristics Of Virtual Reality Technologymentioning

confidence: 99%

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Application of Virtual Reality Technology in Art Design: A Systematic Approach

Xin

2022

Mobile Information Systems

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The 21st century witnesses innovative concepts in the field of technology and multimedia integrated with networking. The new concept is referred to as Virtual Reality, which is a combination of multimedia and networking. Virtual Reality is wholly different from other advanced technologies that are visually appealing. The main features of virtual reality are identified as spatial conception, perception comprehensiveness, and information interaction. Apart from the above, other specialties of virtual reality are the generation of 3D images and presenting information in a unique way. These features are generally applied across different fields, such as environmental design, architecture, public art design, and other industries. Virtual Reality processes the precise data calculation and then optimises the display experience of the users/customer. It also fulfills customers’ needs and enhances user satisfaction by exchanging valuable information. The entire gaming industry applies Virtual Reality, and thus, the world looks more mature. Even the tourism industry has started using Virtual Reality which has the potential to bring novel experiences and vitality to the audience. Therefore, it can be confirmed that the application of Virtual Reality will undergo continuous development and advancement, adjusting to the needs of the industries. The primary aim of this study is to gain an in-depth understanding of the Virtual Reality concept and the application of Virtual Reality in art design and to examine the impact of Virtual Reality on public art design. This article also reviews the features of Virtual Reality and its application in art designs. The advantages of Virtual Reality will also be discussed broadly. At last, this study proposes a feasibility model of Virtual Reality that can be applied in public art design.

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Section: Characteristics Of Virtual Reality Technologymentioning

confidence: 99%

“…In the fields of education and conferencing, virtual reality has adopted for the process of teaching and learning. VR technology allows large groups to interact with one another in a three-dimensional environment [24][25][26][27][28].…”

Section: Review Of the Literaturementioning

confidence: 99%

Application of Virtual Reality Technology in Art Design: A Systematic Approach

Xin

2022

Mobile Information Systems

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“…The encoder of U-net adopts a structure like that of FCN-32 and undergoes four pooling cycles involving 5, a total of four different feature dimensions [ 22 ]. The decoder of U-net adopts the same symmetric structure as its encoder and uses a deconvolution layer to gradually complete the expansion process of compressed features.…”

Section: Analysis Of Convolutional Neural Network and 3d Magnetic Res...mentioning

confidence: 99%

Design of a Classification Recognition Model for Bone and Muscle Anatomical Imaging Based on Convolutional Neural Network and 3D Magnetic Resonance

Pan

Yang

2022

Applied Bionics and Biomechanics

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In this paper, we use convolutional neural networks to conduct in-depth research and analysis on the classification and recognition of bone and muscle anatomical imaging graphics of 3D magnetic resonance and design corresponding models for practical applications. A series of medical image segmentation models based on convolutional neural networks is proposed. In this paper, firstly, a separated attention mechanism is introduced in the model, which divides the input data into multiple paths, applies self-attention weights to adjacent data paths, and finally fuses the weighted values to form the basic convolutional block. This structure has multiple parallel data paths, which increases the width of the network and therefore improves the feature extraction capability of the model. Then, this paper proposes a bidirectional feature pyramid for medical image segmentation task, which has top-down and bottom-up data paths, and, together with jump connections, can fully interact with feature maps at different scales. After that, a new activation function Mish is introduced, and its advantages over other activation functions are experimentally demonstrated. Finally, for the situation that medical image annotations are not easy to obtain, a semisupervised learning method is introduced in the model training process, and the effectiveness of this method is experimentally demonstrated. The joint network first denoises the input image, then super-resolution mapping is performed on the noise-removed feature map, and finally, the super-resolution 3D-MR image is obtained. We update the network by combining the denoising loss and super-resolution loss during the joint network training process. The experimental results show that the joint network with denoising first and then super-resolution outperforms the joint network with other task order and outperforms the method that performs the two tasks separately and the proposed method in this paper has the optimal performance.

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“…However, the launch was difficult, and it was claimed that customers' inclination to utilize mobile banking services is not intrinsically related to employment prospects. As a consequence, it indicates that study into PEU and its influence on consumer attitudes, as well as the interactive method, are both worthwhile endeavors (30)(31)(32).…”

Section: Perceived Ease Of Use (Peu)mentioning

confidence: 99%

Analyzing the Effect of People Utilizing Mobile Technology to Make Banking Services More Accessible

Zhu

Wang

2022

Front. Public Health

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Many firms in the modern world utilize m-banking systems to communicate with their consumers. The word m-banking refers to a widespread method of providing financial services and localization to customers. Since m-banking is important to both banks and users, it has been included in numerous literary works. As a result, embracing financial services via the m-banking platform is critical. This article's technique is mostly descriptive research that investigates common views, current situations, modern tactics, tangible emerging consequences, etc. The main objective here is to analyze the benefits of this study by investigating the past. Since this article analyzes what exists and is descriptive, the data is being retrieved by conducting a cross-sectional survey method about different features that are relevant by sampling the population. The main aim of this study is to explore the adoption of mobile banking technology by consumers. Based on the values of different variables such as affective commitment (AC), transaction convenience (TC), perceived ease of use (PEU), perceived reliability (PR), pre and post benefits (PPB), service, system, and information quality (SSIQ), bank trust (BT), and profitability (P), the inter-relationship between them and the adoption of m-banking technique by the users in banking technology. The model is investigated by examining the hypothesis and identifying the relationship that exists between these different parameters. A simple linear regression method is implemented using the Statistical Package for the Social Sciences (SPSS) software.

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Bioinformatics as Emerging Tool and Pipeline Frameworks

Cited by 9 publications

References 0 publications

Application of Virtual Reality Technology in Art Design: A Systematic Approach

Application of Virtual Reality Technology in Art Design: A Systematic Approach

Design of a Classification Recognition Model for Bone and Muscle Anatomical Imaging Based on Convolutional Neural Network and 3D Magnetic Resonance

Analyzing the Effect of People Utilizing Mobile Technology to Make Banking Services More Accessible

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