Seema Singh Saharan, PhD's Publications

Machine Learning-Based Model for Predicting Coronary Heart Disease Using Preβ HDL and Cytokines as Plasma Biomarkers.

Logistic Regression and Statistical Regularization Techniques for Risk Classification of Coronary Artery Disease using Cytokines transported by high density lipoproteins.

Optimization of Smoking Classification by Applying Neural Network with Variable Importance Using Cytokine Biomarkers.

Smoking Classification Using Novel Plasma Cytokines by implementing Machine Learning and Statistical Methods.

Application of Machine Learning Ensemble Super Learner for analysis of the cytokines transported by high density lipoproteins (HDL) of smokers and nonsmokers.

Implementation of PCA enabled Support Vector Machine using cytokines to differentiate smokers versus nonsmokers.

Machine learning and statistical approaches for classification of risk of coronary artery disease using plasma cytokines.