{"product_id":"machine-learning-and-deep-learning-om-prakash-jena-9781032126876","title":"Machine Learning and Deep Learning in Medical Data Analytics and Healthcare Applications","description":"\u003cp\u003e\u003cem\u003eMachine Learning and Deep Learning in Medical Data Analytics and Healthcare Applications\u003c\/em\u003e introduces and explores a variety of schemes designed to empower, enhance, and represent multi-institutional and multi-disciplinary machine learning (ML) and deep learning (DL) research in healthcare paradigms. Serving as a unique compendium of existing and emerging ML\/DL paradigms for the healthcare sector, this book demonstrates the depth, breadth, complexity, and diversity of this multi-disciplinary area. It provides a comprehensive overview of ML\/DL algorithms and explores the related use cases in enterprises such as computer-aided medical diagnostics, drug discovery and development, medical imaging, automation, robotic surgery, electronic smart records creation, outbreak prediction, medical image analysis, and radiation treatments. \u003c\/p\u003e \u003cp\u003eThis book aims to endow different communities with the innovative advances in theory, analytical results, case studies, numerical simulation, modeling, and computational structuring in the field of ML\/DL models for healthcare applications. It will reveal different dimensions of ML\/DL applications and will illustrate their use in the solution of assorted real-world biomedical and healthcare problems. \u003c\/p\u003e\u003cb\u003e \u003c\/b\u003e\u003cp\u003eFeatures: \u003c\/p\u003e \u003cul\u003e \u003cul\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eCovers the fundamentals of ML and DL in the context of healthcare applications\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eDiscusses various data collection approaches from various sources and how to use them in ML\/DL models\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eIntegrates several aspects of AI-based computational intelligence such as ML and DL from diversified perspectives which describe recent research trends and advanced topics in the field\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eExplores the current and future impacts of pandemics and risk mitigation in healthcare with advanced analytics\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eEmphasizes feature selection as an important step in any accurate model simulation where ML\/DL methods are used to help train the system and extract the positive solution implicitly\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e\n\u003c\/ul\u003e\n\u003c\/ul\u003e \u003cp\u003eThis book is a valuable source of information for researchers, scientists, healthcare professionals, programmers, and graduate-level students interested in understanding the applications of ML\/DL in healthcare scenarios.\u003c\/p\u003e \u003cp\u003eDr. Om Prakash Jena is an Assistant Professor in the Department of Computer Science, Ravenshaw University, Cuttack, Odisha, India.\u003c\/p\u003e \u003cp\u003eDr. Bharat Bhushan is an Assistant Professor of Department of Computer Science and Engineering (CSE) at the School of Engineering and Technology, Sharda University, Greater Noida, India.\u003c\/p\u003e \u003cp\u003eDr. Utku Kose is an Associate Professor in Suleyman Demirel University, Turkey.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Om Prakash Jena\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032126876\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032126876\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/25\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 280\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.29lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.69d","brand":"Om Prakash Jena","offers":[{"title":"Hardcover","offer_id":43981639516415,"sku":"9781032126876","price":150.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_e8883355-2476-407a-b290-7157d850717b.jpg?v=1683256712","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-and-deep-learning-om-prakash-jena-9781032126876","provider":"WR Book House","version":"1.0","type":"link"}