{"product_id":"non-stationary-and-nonlinear-data-processing-rajesh-kumar-tripathy-9780443314261","title":"Non-Stationary and Nonlinear Data Processing for Automated Computer-Aided Medical Diagnosis","description":"\u003ci\u003eNon-Stationary and Nonlinear Data Processing for Automated Computer-Aided Medical Diagnosis \u003c\/i\u003edemonstrates the applications of machine learning and deep learning combined with signal processing techniques for human-machine interface applications using EMG signals. The book includes the analysis and classification of various heart diseases based on bio-signals like electrocardiogram (ECG), photoplethysmography (PPG), and phonocardiogram (PCG) signals. Various machine learning approaches, including advanced algorithms like multivariate signal processing, time-frequency analysis, and nonlinear signal processing are covered for CAD of neural, muscular, and cardiovascular diseases. The methods for CAD of various brain disorders are also included. \u003cp\u003e\u003c\/p\u003ePresented techniques utilize advanced non-stationary and nonlinear signal processing, along with machine learning and deep learning-based classification processes. CAD methods for diagnosing various neurological diseases are based on bio-signals such as electroencephalogram (EEG) and magnetoencephalogram (MEG), as well as medical images like magnetic resonance imaging (MRI) and computerized tomography (CT). Finally, the book addresses various types of medical signals and images, integrating nonlinear and non-stationary signal processing, machine learning, and deep learning within the CAD framework for diagnosing various diseases.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Rajesh Kumar Tripathy\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443314268\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443314261\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/05\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 444\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.16lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.31h x 7.51w x 0.91d","brand":"Rajesh Kumar Tripathy","offers":[{"title":"Paperback","offer_id":48852647543039,"sku":"9780443314261","price":180.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/non-stationary-and-nonlinear-data-processing-rajesh-kumar-tripathy-9780443314261","provider":"WR Book House","version":"1.0","type":"link"}