scholarly journals Naïve Bayesian Classifier and Genetic Risk Score for Genetic Risk Prediction of a Categorical Trait: Not so Different after all!

2012 ◽  
Vol 3 ◽  
Author(s):  
Paola Sebastiani ◽  
Nadia Solovieff ◽  
Jenny X. Sun
Keyword(s):  
Risk Prediction ◽  
Risk Score ◽  
Genetic Risk ◽  
Genetic Risk Score ◽  
Bayesian Classifier ◽  
Naïve Bayesian Classifier ◽  
Naive Bayesian ◽  
Naive Bayesian Classifier ◽  
Genetic Risk Prediction ◽  
Categorical Trait

A Compressed Hidden Naive Bayesian Classifier

2021 ◽  
Author(s):  
Guiliang Ou ◽  
Yulin He ◽  
Joshua Zhexue Huang
Keyword(s):  
Bayesian Classifier ◽  
Naïve Bayesian Classifier ◽  
Naive Bayesian ◽  
Naive Bayesian Classifier ◽  
Naïve Bayesian

Diagnosis of Alzheimer's disease using Naive Bayesian Classifier

2016 ◽  
Vol 29 (1) ◽  
pp. 123-132 ◽  
Author(s):  
S. R. Bhagya Shree ◽  
H. S. Sheshadri
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Bayesian Classifier ◽  
Naïve Bayesian Classifier ◽  
Naive Bayesian ◽  
Naive Bayesian Classifier ◽  
Naïve Bayesian

A HIGHER ORDER BAYESIAN NEURAL NETWORK WITH SPIKING UNITS

1996 ◽  
Vol 07 (02) ◽  
pp. 115-128 ◽  
Author(s):  
ANDERS LANSNER ◽  
ANDERS HOLST
Keyword(s):  
Neural Network ◽  
Real World ◽  
Higher Order ◽  
Bayesian Classifier ◽  
Bayesian Neural Network ◽  
Naïve Bayesian Classifier ◽  
Naive Bayesian ◽  
Naive Bayesian Classifier ◽  
Telephone Exchange ◽  
Bayesian Confidence Propagation

We treat a Bayesian confidence propagation neural network, primarily in a classifier context. The onelayer version of the network implements a naive Bayesian classifier, which requires the input attributes to be independent. This limitation is overcome by a higher order network. The higher order Bayesian neural network is evaluated on a real world task of diagnosing a telephone exchange computer. By introducing stochastic spiking units, and soft interval coding, it is also possible to handle uncertain as well as continuous valued inputs.

Evaluating the effect of multiple genetic risk score models on colorectal cancer risk prediction

Gene ◽  
2018 ◽  
Vol 673 ◽  
pp. 174-180 ◽  
Author(s):  
Junyi Xin ◽  
Haiyan Chu ◽  
Shuai Ben ◽  
Yuqiu Ge ◽  
Wei Shao ◽  
...  
Keyword(s):  
Colorectal Cancer ◽  
Cancer Risk ◽  
Risk Prediction ◽  
Risk Score ◽  
Genetic Risk ◽  
Genetic Risk Score ◽  
Colorectal Cancer Risk
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