{"product_id":"machine-learning-in-bio-signal-analysis-nilanjan-dey-9780128160862","title":"Machine Learning in Bio-Signal Analysis and Diagnostic Imaging","description":"\u003cp\u003e\u003ci\u003eMachine Learning in Bio-Signal Analysis and Diagnostic Imaging\u003c\/i\u003e presents original research on the advanced analysis and classification techniques of biomedical signals and images that cover both supervised and unsupervised machine learning models, standards, algorithms, and their applications, along with the difficulties and challenges faced by healthcare professionals in analyzing biomedical signals and diagnostic images. These intelligent recommender systems are designed based on machine learning, soft computing, computer vision, artificial intelligence and data mining techniques. Classification and clustering techniques, such as PCA, SVM, techniques, Naive Bayes, Neural Network, Decision trees, and Association Rule Mining are among the approaches presented.\u003c\/p\u003e \u003cp\u003eThe design of high accuracy decision support systems assists and eases the job of healthcare practitioners and suits a variety of applications. Integrating Machine Learning (ML) technology with human visual psychometrics helps to meet the demands of radiologists in improving the efficiency and quality of diagnosis in dealing with unique and complex diseases in real time by reducing human errors and allowing fast and rigorous analysis. The book's target audience includes professors and students in biomedical engineering and medical schools, researchers and engineers.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nilanjan Dey\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0128160861\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780128160862\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/05\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 345\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.31lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.72d","brand":"Nilanjan Dey","offers":[{"title":"Paperback","offer_id":47930635190527,"sku":"9780128160862","price":170.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_91b0662a-5ef8-497a-a9f4-dacf4d8529bd.jpg?v=1766343206","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-in-bio-signal-analysis-nilanjan-dey-9780128160862","provider":"WR Book House","version":"1.0","type":"link"}