Deep Learning for Personalized Healthcare Services / 
ed. by Vishal Jain, Hadi Hedayati, Salahddine Krit, Omer Deperlioglu, Jyotir Moy Chatterjee. 
 - 1 online resource (XVIII, 250 p.) 
 - Intelligent Biomedical Data Analysis ,  7  2629-7140 ; .
<br/><br/> Frontmatter --   Preface --   Acknowledgments --   Contents --   Short Biography of Editors --   List of Contributors --   Deep learning for health and medicine --   Exploring Indian Yajna and mantra sciences for personalized health: pandemic threats and possible cures in twenty-first-century healthcare --   Advanced deep learning techniques and applications in healthcare services --   Visualizations of human bioelectricity with internal symptom captures: the Indo-Vedic concepts on Healthcare 4.0 --   Early cancer predictions using ensembles of machine learning and deep learning --   Deep learning in patient management and clinical decision making --   Patient health record system --   Prediction of multiclass cervical cancer using deep machine learning algorithms in healthcare services --   Comparative analysis for detecting skin cancer using SGD-based optimizer on a CNN versus DCNN architecture and ResNet-50 versus AlexNet on Adam optimizer --   Coronary heart disease analysis using two deep learning algorithms, CNN and RNN, and their sensitivity analyses --   An overview of the technological performance of deep learning in modern medicine --   Index 
<br/><br/> restricted access  http://purl.org/coar/access_right/c_16ec 
<br/><br/> This book uncovers the stakes and possibilities involved in realising personalised healthcare services through efficient and effective deep learning algorithms, enabling the healthcare industry to develop meaningful and cost-effective services. This requires effective understanding, application and amalgamation of deep learning with several other computing technologies, such as machine learning, data mining, and natural language processing. 
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<br/><br/><br/>Mode of access: Internet via World Wide Web. 
<br/><br/><br/>In English. 
<br/><br/><label>ISBN: </label>9783110708127 
<br/><br/><label>Standard No.: </label>10.1515/9783110708127  doi 
<br/><br/><label>LCCN: </label>2021941374 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Algorithmus.<br/>Deep Learning.<br/>Digital Health.<br/>Maschinelles Lernen.<br/>COMPUTERS / Social Aspects / General.