Healthcare predictive analytics for disease progression: a longitudinal data fusion approach

2020 ◽  
Vol 55 (2) ◽  
pp. 351-369
Author(s):  
Yi Zheng ◽  
Xiangpei Hu
Keyword(s):  
Longitudinal Data ◽  
Data Fusion ◽  
Disease Progression ◽  
Predictive Analytics ◽  
Fusion Approach

COVID-19 Spread Prediction Using Prophet and Data Fusion Algorithm

2022 ◽  
pp. 1-16
Author(s):  
Sangeetha V. ◽  
Evangeline D. ◽  
Sinthuja M.
Keyword(s):  
Longitudinal Data ◽  
Data Fusion ◽  
Predictive Analytics ◽  
New Technology ◽  
Vital Role ◽  
Healthcare Industry ◽  
Fusion Algorithm ◽  
Sparse Regularization ◽  
Novel Approach ◽  
Proposed Model

Today, technology plays a vital role in the healthcare industry. In the traditional way, physicians' minds were predicting the unknown disease based on their expertise and experience. Use of new technology like predictive analytics is transforming the healthcare industry. Predictive analytics in healthcare uses historical data (demographic information, person's past medical history and behaviors) to make predictions about the future. In this chapter, a predictive model is proposed to predict COVID-19 using prophet algorithm. A novel approach based on longitudinal data fusion approach will maintain temporal data from time to time. Sparse regularization regression uses data source and feature level to predict the spread of virus. The proposed model designed using longitudinal data fusion offers better clinical insights. Predictions will be very beneficial to government and healthcare groups to provoke suitable measures in controlling coronavirus. It is also beneficial to pharmaceutical companies to fabricate pills at a quicker rate.

Procuring cooperative intelligence in autonomous vehicles for object detection through data fusion approach

2020 ◽  
Vol 14 (11) ◽  
pp. 1410-1417 ◽  
Author(s):  
Alfred Daniel ◽  
Karthik Subburathinam ◽  
Bala Anand Muthu ◽  
Newlin Rajkumar ◽  
Seifedine Kadry ◽  
...  
Keyword(s):  
Data Fusion ◽  
Object Detection ◽  
Autonomous Vehicles ◽  
Fusion Approach

Validation of synthetic daily Landsat NDVI time series data generated by the improved spatial and temporal data fusion approach

2018 ◽  
Vol 40 ◽  
pp. 34-44 ◽  
Author(s):  
Mingquan Wu ◽  
Wenjiang Huang ◽  
Zheng Niu ◽  
Changyao Wang ◽  
Wang Li ◽  
...  
Keyword(s):  
Time Series ◽  
Data Fusion ◽  
Time Series Data ◽  
Series Data ◽  
Temporal Data ◽  
Ndvi Time Series ◽  
Fusion Approach

Data fusion approach to verifying handwritten signatures on bank checks

1999 ◽  
Author(s):  
D. J. Scott ◽  
Otman A. Basir ◽  
Khaled S. Hassanein ◽  
John S. Zelek
Keyword(s):  
Data Fusion ◽  
Bank Checks ◽  
Fusion Approach
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