Deep Learning for Personalized Healthcare Services / / ed. by Vishal Jain, Hadi Hedayati, Salahddine Krit, Omer Deperlioglu, Jyotir Moy Chatterjee

• Pubblicazione: Berlin ; ; Boston : , : De Gruyter, , [2021]; ©2021
• Descrizione fisica: 1 online resource (XVIII, 250 p.)
• Soggetto topico: COMPUTERS / Social Aspects / General
• Soggetto genere / forma: Electronic books.
• Persona (resp. second.): ArthurRangel; ChanderBhanu; ChatterjeeJyotir Moy; ChaturvediDevendra Kr.; DeperliogluOmer; FrançaReinaldo Padilha; GargPriyanshi; GuptaMayank; HedayatiHadi; IanoYuzo; JainMohit; JainVishal; JaneeraD. A.; JayaS.; JoseP. Subha Hency; KamalaS. Shalini Packiam; KohliVrinda; KritSalahddine; KumarAvinash; KumarPradeep; LathaM.; MberoZablon A.; MehtaNeha; MonteiroAna Carolina Borges; NarasimhanV. Lakshmi; NwonyeMildred J.; PandeyBabita; PradhanChittaranjan; PrasadSvav; PurohitSidharth; RajalakshmyP.; RajeshwariT.; RastogiAkshit Rajan; RastogiRohit; RayanRehab A.; RhmannWasiur; SagarSheelu; SarkarSobhangi; SaxenaMamta; SumanShubhra; TandonNeeti; TsagkarisChristos; WesleyG. Jims John; YunushkhanT. M.; ZafarImran
• Nota di contenuto: 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
• Sommario/riassunto: 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.
• Titolo autorizzato: Deep Learning for Personalized Healthcare Services
• ISBN: 3-11-070812-4
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910554282103321
• Lo trovi qui: Univ. Federico II
• Serie: Intelligent Biomedical Data Analysis Ser.