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Titlebook: Machine Learning and Other Soft Computing Techniques: Biomedical and Related Applications; Nguyen Hoang Phuong,Nguyen Thi Huyen Chau,Vladi

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书目名称Machine Learning and Other Soft Computing Techniques: Biomedical and Related Applications
编辑Nguyen Hoang Phuong,Nguyen Thi Huyen Chau,Vladik K
视频video
概述Presents applications of Artificial Intelligence and soft computing in medicine.Explores diverse applications of AI in biomedical field, from diet to disease.Focuses on balancing innovation with rigor
丛书名称Studies in Systems, Decision and Control
图书封面Titlebook: Machine Learning and Other Soft Computing Techniques: Biomedical and Related Applications;  Nguyen Hoang Phuong,Nguyen Thi Huyen Chau,Vladi
描述.This book contains applications to various health-related problems, from designing and maintaining a proper diet to enhancing hygiene to analysis of mammograms and left-right brain activity to treating diseases such as diabetes and drug addictions. Health issues are very important. So naturally whatever new data processing technique appears, researchers try to apply it to health issues as well. From this viewpoint, Artificial Intelligence (AI) and Computational Intelligence (CI) techniques are no exception: they have been successfully applied to medicine, and more promising applications are on the way. Applications of AI and CI techniques to health issues are the main focus of this book...Health issues are also very delicate, because human bodies are complex organisms. No matter how interesting and promising are new ideas and new techniques, there is always a possibility of unexpected side effects. Because of this, we cannot apply untested methods to patients, and we first need to test these methods on other less critical applications. Several book chapters describe such applications—whose success paves the way for these methods to be used in biomedical situations. These applicati
出版日期Book 2024
关键词Machine Learning; Soft Computing; Biomedical applications; Neural Networks; Fuzzy diagrams
版次1
doihttps://doi.org/10.1007/978-3-031-63929-6
isbn_softcover978-3-031-63931-9
isbn_ebook978-3-031-63929-6Series ISSN 2198-4182 Series E-ISSN 2198-4190
issn_series 2198-4182
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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,Promoting STEM-Integrated Learning Through Engineering Design: High School Students’ Automatic Handg during manufacturing; product presentation and completion. In this article, we offer the technical design process of the automatic hand washing machine model. We experimented with two classes, including 70 students at An Khanh High School, Can Tho, Vietnam, and the performance evaluation of activi
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A Classification System of Mammograms Based on Convolutional Neural Networks,an AUC of 0.89758. On the other hand, our proposed model achieves results which is higher than the results of a classification system applied to the model ResNet 50 for classifying breast cancer X-ray images into BI-RADS 045, BI-RADS 1, BI-RADS 23 categories which achieves a macAUC of 0.754, an aver
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OAGRE: Outlier Attenuated Gradient Boosted Regression,oach provides value in approx 30% of these synthetic datasets with an average improvement of between 7 and 12% lower root mean squared error. Based on these results we recommend the inclusion of the OAGRE method when testing algorithms on data with suspected heteroscedasticity issues.
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Data Processing and Feature Engineering for Stock Price Trend Prediction,s that improved prediction results by 9–20% over conventional feature generation methods. Our results are also of 2–11% better than those of some related studies on the same topic. Lastly, our data processing method achieved an accuracy of 75–80% in predicting results for the subsequent 6 months.
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Book 2024ide effects. Because of this, we cannot apply untested methods to patients, and we first need to test these methods on other less critical applications. Several book chapters describe such applications—whose success paves the way for these methods to be used in biomedical situations. These applicati
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