03586nam 22007095 450 991048368460332120251113194956.0981-16-0538-610.1007/978-981-16-0538-3(CKB)4100000011902461(MiAaPQ)EBC6566952(Au-PeEL)EBL6566952(OCoLC)1248927089(PPN)255293178(DE-He213)978-981-16-0538-3(EXLCZ)99410000001190246120210422d2021 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierAdvanced Prognostic Predictive Modelling in Healthcare Data Analytics /edited by Sudipta Roy, Lalit Mohan Goyal, Mamta Mittal1st ed. 2021.Singapore :Springer Nature Singapore :Imprint: Springer,2021.1 online resource (317 pages)Lecture Notes on Data Engineering and Communications Technologies,2367-4520 ;64981-16-0537-8 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.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.Lecture Notes on Data Engineering and Communications Technologies,2367-4520 ;64Computational intelligenceArtificial intelligenceQuantitative researchMedical informaticsComputer simulationComputational IntelligenceArtificial IntelligenceData Analysis and Big DataHealth InformaticsComputer ModellingComputational intelligence.Artificial intelligence.Quantitative research.Medical informatics.Computer simulation.Computational Intelligence.Artificial Intelligence.Data Analysis and Big Data.Health Informatics.Computer Modelling.610.28563Roy SudiptaGoyal Lalit MohanMittal MamtaMiAaPQMiAaPQMiAaPQBOOK9910483684603321Advanced Prognostic Predictive Modelling in Healthcare Data Analytics1906538UNINA