06928nam 22009855 450 991055428210332120211027022714.03-11-070812-410.1515/9783110708127(CKB)5400000000009149(DE-B1597)551688(DE-B1597)9783110708127(MiAaPQ)EBC7077938(Au-PeEL)EBL7077938(EXLCZ)99540000000000914920211027h20212021 fg engur|||||||||||txtrdacontentcrdamediacrrdacarrierDeep Learning for Personalized Healthcare Services /ed. by Vishal Jain, Hadi Hedayati, Salahddine Krit, Omer Deperlioglu, Jyotir Moy ChatterjeeBerlin ;Boston : De Gruyter, [2021]©20211 online resource (XVIII, 250 p.)Intelligent Biomedical Data Analysis ,2629-7140 ;73-11-070800-0 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 -- IndexThis 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.Intelligent Biomedical Data Analysis Ser.COMPUTERS / Social Aspects / GeneralbisacshElectronic books.COMPUTERS / Social Aspects / General.Arthur Rangel, ctbhttps://id.loc.gov/vocabulary/relators/ctbChander Bhanu, ctbhttps://id.loc.gov/vocabulary/relators/ctbChatterjee Jyotir Moy, ctbhttps://id.loc.gov/vocabulary/relators/ctbChatterjee Jyotir Moy, edthttp://id.loc.gov/vocabulary/relators/edtChaturvedi Devendra Kr., ctbhttps://id.loc.gov/vocabulary/relators/ctbDeperlioglu Omer, edthttp://id.loc.gov/vocabulary/relators/edtFrança Reinaldo Padilha, ctbhttps://id.loc.gov/vocabulary/relators/ctbGarg Priyanshi, ctbhttps://id.loc.gov/vocabulary/relators/ctbGupta Mayank, ctbhttps://id.loc.gov/vocabulary/relators/ctbHedayati Hadi, edthttp://id.loc.gov/vocabulary/relators/edtIano Yuzo, ctbhttps://id.loc.gov/vocabulary/relators/ctbJain Mohit, ctbhttps://id.loc.gov/vocabulary/relators/ctbJain Vishal, edthttp://id.loc.gov/vocabulary/relators/edtJaneera D. A., ctbhttps://id.loc.gov/vocabulary/relators/ctbJaya S., ctbhttps://id.loc.gov/vocabulary/relators/ctbJose P. Subha Hency, ctbhttps://id.loc.gov/vocabulary/relators/ctbKamala S. Shalini Packiam, ctbhttps://id.loc.gov/vocabulary/relators/ctbKohli Vrinda, ctbhttps://id.loc.gov/vocabulary/relators/ctbKrit Salahddine, edthttp://id.loc.gov/vocabulary/relators/edtKumar Avinash, ctbhttps://id.loc.gov/vocabulary/relators/ctbKumar Pradeep, ctbhttps://id.loc.gov/vocabulary/relators/ctbLatha M., ctbhttps://id.loc.gov/vocabulary/relators/ctbMbero Zablon A., ctbhttps://id.loc.gov/vocabulary/relators/ctbMehta Neha, ctbhttps://id.loc.gov/vocabulary/relators/ctbMonteiro Ana Carolina Borges, ctbhttps://id.loc.gov/vocabulary/relators/ctbNarasimhan V. Lakshmi, ctbhttps://id.loc.gov/vocabulary/relators/ctbNwonye Mildred J., ctbhttps://id.loc.gov/vocabulary/relators/ctbPandey Babita, ctbhttps://id.loc.gov/vocabulary/relators/ctbPradhan Chittaranjan, ctbhttps://id.loc.gov/vocabulary/relators/ctbPrasad Svav, ctbhttps://id.loc.gov/vocabulary/relators/ctbPurohit Sidharth, ctbhttps://id.loc.gov/vocabulary/relators/ctbRajalakshmy P., ctbhttps://id.loc.gov/vocabulary/relators/ctbRajeshwari T., ctbhttps://id.loc.gov/vocabulary/relators/ctbRastogi Akshit Rajan, ctbhttps://id.loc.gov/vocabulary/relators/ctbRastogi Rohit, ctbhttps://id.loc.gov/vocabulary/relators/ctbRayan Rehab A., ctbhttps://id.loc.gov/vocabulary/relators/ctbRhmann Wasiur, ctbhttps://id.loc.gov/vocabulary/relators/ctbSagar Sheelu, ctbhttps://id.loc.gov/vocabulary/relators/ctbSarkar Sobhangi, ctbhttps://id.loc.gov/vocabulary/relators/ctbSaxena Mamta, ctbhttps://id.loc.gov/vocabulary/relators/ctbSuman Shubhra, ctbhttps://id.loc.gov/vocabulary/relators/ctbTandon Neeti, ctbhttps://id.loc.gov/vocabulary/relators/ctbTsagkaris Christos, ctbhttps://id.loc.gov/vocabulary/relators/ctbWesley G. Jims John, ctbhttps://id.loc.gov/vocabulary/relators/ctbYunushkhan T. M., ctbhttps://id.loc.gov/vocabulary/relators/ctbZafar Imran, ctbhttps://id.loc.gov/vocabulary/relators/ctbDE-B1597DE-B1597BOOK9910554282103321Deep Learning for Personalized Healthcare Services2815979UNINA