scholarly journals Adaptive Study Design Indicator

2020 ◽  
Author(s):  
Keyword(s):  
Study Design ◽  
Adaptive Study Design

An evaluation of optimal sampling strategy and adaptive study design

1988 ◽  
Vol 44 (2) ◽  
pp. 232-238 ◽  
Author(s):  
George L Drusano ◽  
Alan Forrest ◽  
Merrill J Snyder ◽  
Michael D Reed ◽  
Jeffrey L Blumer
Keyword(s):  
Study Design ◽  
Sampling Strategy ◽  
Optimal Sampling ◽  
Adaptive Study Design

scholarly journals Adaptive Study Design Through Semantic Association Rule Analysis

2013 ◽  
pp. 132-144
Author(s):  
Ping Chen ◽  
Wei Ding ◽  
Walter Garcia
Keyword(s):  
Public Health ◽  
Data Analysis ◽  
Study Design ◽  
Semantic Network ◽  
Association Mining ◽  
Spreading Activation ◽  
Analysis Model ◽  
Rule Analysis ◽  
Adaptive Study Design

Association mining aims to find valid correlations among data attributes, and has been widely applied to many areas of data analysis. This paper presents a semantic network-based association analysis model including three spreading activation methods. It applies this model to assess the quality of a dataset, and generate semantically valid new hypotheses for adaptive study design especially useful in medical studies. The approach is evaluated on a real public health dataset, the Heartfelt study, and the experiment shows promising results.

scholarly journals Adaptive Study Design Through Semantic Association Rule Analysis

2011 ◽  
Vol 3 (2) ◽  
pp. 34-48 ◽  
Author(s):  
Ping Chen ◽  
Wei Ding ◽  
Walter Garcia
Keyword(s):  
Study Design ◽  
Association Rule ◽  
Semantic Network ◽  
Association Mining ◽  
Medical Studies ◽  
Analysis Model ◽  
Semantic Association ◽  
Rule Analysis ◽  
Adaptive Study Design

Association mining aims to find valid correlations among data attributes, and has been widely applied to many areas of data analysis. This paper presents a semantic network-based association analysis model including three spreading activation methods. It applies this model to assess the quality of a dataset, and generate semantically valid new hypotheses for adaptive study design especially useful in medical studies. The approach is evaluated on a real public health dataset, the Heartfelt study, and the experiment shows promising results.

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