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010   $a981-16-0538-6
024 7 $a10.1007/978-981-16-0538-3
035   $a(CKB)4100000011902461
035   $a(MiAaPQ)EBC6566952
035   $a(Au-PeEL)EBL6566952
035   $a(OCoLC)1248927089
035   $a(PPN)255293178
035   $a(DE-He213)978-981-16-0538-3
035   $a(EXLCZ)994100000011902461
100   $a20210422d2021      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aAdvanced Prognostic Predictive Modelling in Healthcare Data Analytics /$fedited by Sudipta Roy, Lalit Mohan Goyal, Mamta Mittal
205   $a1st ed. 2021.
210  1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2021.
215   $a1 online resource (317 pages)
225 1 $aLecture Notes on Data Engineering and Communications Technologies,$x2367-4520 ;$v64
311 08$a981-16-0537-8 
327   $aData 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.
330   $aThis book discusses major technical advancements and research findings in the field of prognostic modelling in healthcare image and data analysis. The use of prognostic modelling as predictive models to solve complex problems of data mining and analysis in health care is the feature of this book. The book examines the recent technologies and studies that reached the practical level and becoming available in preclinical and clinical practices in computational intelligence. The main areas of interest covered in this book are highest quality, original work that contributes to the basic science of processing, analysing and utilizing all aspects of advanced computational prognostic modelling in healthcare image and data analysis.
410  0$aLecture Notes on Data Engineering and Communications Technologies,$x2367-4520 ;$v64
606   $aComputational intelligence
606   $aArtificial intelligence
606   $aQuantitative research
606   $aMedical informatics
606   $aComputer simulation
606   $aComputational Intelligence
606   $aArtificial Intelligence
606   $aData Analysis and Big Data
606   $aHealth Informatics
606   $aComputer Modelling
615  0$aComputational intelligence.
615  0$aArtificial intelligence.
615  0$aQuantitative research.
615  0$aMedical informatics.
615  0$aComputer simulation.
615 14$aComputational Intelligence.
615 24$aArtificial Intelligence.
615 24$aData Analysis and Big Data.
615 24$aHealth Informatics.
615 24$aComputer Modelling.
676   $a610.28563
702   $aRoy$b Sudipta
702   $aGoyal$b Lalit Mohan
702   $aMittal$b Mamta
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910483684603321
996   $aAdvanced Prognostic Predictive Modelling in Healthcare Data Analytics$91906538
997   $aUNINA