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Titolo: |
Deep Learning for Personalized Healthcare Services / / ed. by Vishal Jain, Hadi Hedayati, Salahddine Krit, Omer Deperlioglu, Jyotir Moy Chatterjee
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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 |
Opac: | Controlla la disponibilità qui |