Advanced Prognostic Predictive Modelling in Healthcare Data Analytics / / edited by Sudipta Roy, Lalit Mohan Goyal, Mamta Mittal
(Visualizza in formato marc)
(Visualizza in BIBFRAME)
| Titolo: |
Advanced Prognostic Predictive Modelling in Healthcare Data Analytics / / edited by Sudipta Roy, Lalit Mohan Goyal, Mamta Mittal
|
| Pubblicazione: | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2021 |
| Edizione: | 1st ed. 2021. |
| Descrizione fisica: | 1 online resource (317 pages) |
| Disciplina: | 610.28563 |
| Soggetto topico: | Computational intelligence |
| Artificial intelligence | |
| Quantitative research | |
| Medical informatics | |
| Computer simulation | |
| Computational Intelligence | |
| Artificial Intelligence | |
| Data Analysis and Big Data | |
| Health Informatics | |
| Computer Modelling | |
| Persona (resp. second.): | RoySudipta |
| GoyalLalit Mohan | |
| MittalMamta | |
| Nota di contenuto: | Data visualization in the transformation of healthcare industries -- Emerging Healthcare Problems in High Dimensional Data and Dimension Reduction -- Disease Prediction Using Data Mining and Machine Learning Techniques -- Prognostic modeling with the internet of Healthcare things applications -- Cancer Tissue Segmentation in Various Conditions with Semiautomatic and Automatic Approach -- Early Screening of COVID-19 from Chest CT using Deep Learning Technique -- Clinical Decision-Making and Predicting Patient Trajectories. |
| Sommario/riassunto: | This book discusses major technical advancements and research findings in the field of prognostic modelling in healthcare image and data analysis. The use of prognostic modelling as predictive models to solve complex problems of data mining and analysis in health care is the feature of this book. The book examines the recent technologies and studies that reached the practical level and becoming available in preclinical and clinical practices in computational intelligence. The main areas of interest covered in this book are highest quality, original work that contributes to the basic science of processing, analysing and utilizing all aspects of advanced computational prognostic modelling in healthcare image and data analysis. |
| Titolo autorizzato: | Advanced Prognostic Predictive Modelling in Healthcare Data Analytics |
| ISBN: | 981-16-0538-6 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910483684603321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Lecture Notes on Data Engineering and Communications Technologies, . 2367-4520 ; ; 64