Advanced prognostic predictive modelling in healthcare data analytics

Advanced prognostic predictive modelling in healthcare data analytics / Sudipta Roy, Lalit Mohan Goyal, Mamta Mittal, editors.

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. Th...

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Bibliographic Details
Other Authors: Roy, Sudipta (Editor), Goyal, Lalit Mohan (Editor), Mittal, Mamta, Ph. D. (Editor)
Format: eBook
Language:English
Published: Singapore : Springer, [2021]
Series:Lecture notes on data engineering and communications technologies ; v. 64.
Subjects:
Artificial intelligence > Medical applications.
Medical informatics.
Information visualization.
Data mining.
Artificial intelligence > Medical applications
Data mining
Information visualization
Medical informatics
Online Access:Click for online access
Table of Contents:
  • 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.

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