The fMRI Study of Creative Thinking in Art Design

被引:0
作者
Qu Y. [1 ]
Zhao N. [2 ]
机构
[1] Department of Modeling, College of Art and Design, Shaanxi Institute of Garment Engineering, Xi'an
[2] Department of Film, Yantai University, Yantai
关键词
Art Design; Creative Thinking; Functional MRI; Intelligent CAD;
D O I
10.14733/cadaps.2023.S8.180-190
中图分类号
学科分类号
摘要
Magnetic resonance imaging (MRI) has rich contrast information, high resolution, can be sliced in any direction, and has no radiation damage, which plays an important role in clinical diagnosis. The research on the brain mechanism of human creative thinking is one of the hot spots, and it has always attracted the attention of various fields. Intelligent Computer Aided Design (The multi-source analogy generation model in is a quantifiable model, which simulates the process of creative thinking to a certain extent. First, four common parallel MRI image reconstruction algorithms SENSE, SMASH, GRAPPA and PILS are deeply studied in this paper, and the impact of different reconstruction algorithms and different acceleration factor combinations on the quality of reconstructed images is analyzed. The experimental results show that: neural network recognition through feature level fusion The ability of benign and malignant prostate tumors is improved by at least 10%. This feature level fusion strategy is effective and improves the irrelevance between features to a certain extent. © 2023 CAD Solutions, LLC.
引用
收藏
页码:180 / 190
页数:10
相关论文
共 10 条
[1]  
Camburn B., Arlitt R., Anderson D., Sanaei R., Raviselam S., Jensen D., Wood K.-L., Computer-aided mind map generation via crowdsourcing and machine learning, Research in Engineering Design, 31, 4, pp. 383-409, (2020)
[2]  
Ekstromer P., Wever R., Ah, I see what you didn’t mean” exploring Computer Aided Design tools for design ideation, The Design Journal, 22, pp. 1883-1897, (2019)
[3]  
Haghighat H., Mirzarezaee M., Araabi B.-N., Khadem A., A sex-dependent computer-aided diagnosis system for autism spectrum disorder using connectivity of resting-state fMRI, Journal of Neural Engineering, 19, 5, (2022)
[4]  
Jeong A.-C., Developing computer-aided diagramming tools to mine, model and support students’ reasoning processes, Educational Technology Research and Development, 68, 6, pp. 3353-3369, (2020)
[5]  
Ninga Z., Research on the application of computer aided Design in clothing Design teaching in higher vocational colleges, Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12, 3, pp. 4817-4821, (2021)
[6]  
Sauli S.-A., Ishak M.-R., Mustapha F., Yidris N., Hamat S., Hybridization of TRIZ and CAD-analysis at the conceptual design stage, International Journal of Computer Integrated Manufacturing, 32, 9, pp. 890-899, (2019)
[7]  
Wendrich R.-E., Computer aided creative thinking machines (Caxtus), Computer-aided design and applications, 18, 6, pp. 1390-1409, (2021)
[8]  
Xie N., Zhao T., Yang Y., Shen H.-T., Web-based SBLR method of multimedia tools for computer-aided drawing, Multimedia Tools and Applications, 78, 1, pp. 799-816, (2019)
[9]  
Yang Y., Ren H., The Teaching Method Combining Art Design and CAD Design, ComputerAided Design and Applications, 19, pp. 157-167, (2022)
[10]  
Zhao Y., Samuel R.-D.-J., Manickam A., Research on the application of computer image processing technology in painting creation, Journal of Interconnection Networks, 22, (2022)