Data Analytics in Biomedical Engineering and Healthcare

ISBN-13: 9780128193143 / Angielski / Miękka / 2020 / 298 str.

Kun Chang Lee; Sanjiban Sekhar Roy; Pijush Samui

Spis treści

1. Data analytics applications in biomedical data 2. Predictive Health Analysis 3. Exploration of EHR (Electronic Health Records) using data science 4. Machine Learning and Deep Learning application on medical image analysis 5. Developing Clinical Decision Support System 6. Innovative Classification, Regression Model for predicting various diseases 7. Computational Drug Discovery using State of the Art Unsupervised learning 8. Genome Structure prediction using Predictive modelling 9. Hybrid learning for better medical diagnosis 10. Big data application in healthcare under MapReduce and Hadoop frameworks