{"product_id":"9781041131663","title":"Machine Learning in Health Care With R, H2O and Keras 3","description":"\u003ch1\u003eMachine Learning in Health Care\u003c\/h1\u003e\u003ch2\u003eWith R, H2O and Keras 3\u003c\/h2\u003e\u003ch3\u003eUli Schell | Claudia Scherl\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eMathematics \/ Probability \u0026amp; Statistics \/ General\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003eHow do you teach computers to learn from data?\u003c\/p\u003e\n\u003cp\u003eThis hands-on introduction uses numerous realistic examples from the field of health care to convey the basics and the various methods of machine learning with R, H2O and Keras 3. You will also learn how to prepare and visualize the data.\u003c\/p\u003e\n\u003cp\u003eBoth statistical methods (such as regression, classification, factor and cluster methods) and neural networks are covered. In transfer learning with convolutional networks, heatmaps are used to show how results in image classification can be explained.\u003c\/p\u003e\n\u003cp\u003eProcedures and techniques in health care are subject to many regulations. This book explains what you need to do in order to achieve compliance.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eKey Features:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e \u003cli\u003eAddresses the basic concepts and methods in machine learning so that you can get an idea of “what’s under the hood”\u003c\/li\u003e \u003cli\u003eShows how to create packages and configure version control in R\u003c\/li\u003e \u003cli\u003eShows how to create “tidy data” and visualize it with ggplot\u003c\/li\u003e \u003cli\u003eShows ready-to-run, downloadable examples in health care with R, H2O and the actual version 3 of Keras\u003c\/li\u003e \u003cli\u003eExplains the steps needed to achieve compliance in an approval process.\u003c\/li\u003e \u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cb\u003eUli Schell \u003c\/b\u003ewas a software developer and methodology consultant at BBC and SAP AG before becoming Professor at Kaiserslautern University of Applied Sciences. He is the Academic Director of the Technical Academy Southwest Kaiserslautern. He was awarded as one of the Top 10 Renowned Overseas Professors of the Shanghai Area (2023–2024) for his outstanding teaching achievements and innovative teaching philosophy.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eClaudia Scherl\u003c\/b\u003e is Professor and Chair of Otorhinolaryngology, Head \u0026amp; Neck Surgery at the University Hospital OWL, Campus Bielefeld. Previously, she worked at the University Hospitals in Mannheim and Erlangen. Her research focuses on developing digital transformation in healthcare, with a particular emphasis on artificial intelligence and data-driven applications.\u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e09 December 2026\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eCRC Press\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eChapman and Hall\/CRC\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781041131663\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e374\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"CRC Press","offers":[{"title":"Default Title","offer_id":63762248106124,"sku":"9781041131663","price":210.59,"currency_code":"USD","in_stock":true}],"url":"https:\/\/lateknightbooks.com\/products\/9781041131663","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}